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https://github.com/ChanChiChoi/awesome-Face_Recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;
https://github.com/ChanChiChoi/awesome-Face_Recognition

List: awesome-Face_Recognition

face-alignment face-detection face-generation face-recognition face-reconstruction face-retrieval face-superresolution face-tracking face-transfer

Last synced: 9 days ago
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papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

Awesome Lists containing this project

README 

        
 # awesome-Face_Recognition   



this collecting the papers (mainly from arxiv.org) about bellow themes:  

> * **[Face Detection && Face Segmentation](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-detection--face-segmentation)**;   

> * **[Face Alignment](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-alignment)**;   

> * **[Face Recognition && Face Identification && Face Verification && Face Representation ](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-recognition--face-representations)**;  

> * **[Face(Facial) Attribute && Face(Facial) Analysis && Face Quality && Face Parsing](https://github.com/ChanChiChoi/awesome-Face_Recognition#facefacial-attribute--facefacial-analysis--face-quality--face-parsing)**;   

> * **[Face Reconstruction && Face 3D](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-reconstruction--face-3d)**;   

> * **[Face Tracking](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-tracking)**;   

> * **[Face Clustering](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-clustering)**;  

> * **[Face Super-Resolution && Face Deblurring && Face Hallucination](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-super-resolution--face-deblurring---face-hallucination)**;   

> * **[Face Generation && Face Synthesis && Face Completion && Face Restoration && Face De-Occlusion && Face Reenactment](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-generation--face-synthesis--face-completion--face-restoration--face-de-occlusion--face-reenactment)**;   

> * **[Face Transfer && Face Editing](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-transfer--face-editing) && Face swapping**;   

> * **[Face Anti-Spoofing && Face Attack && Face Privacy](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-anti-spoofing--face-attack--face-privacy)**;   

> * **[Face Retrieval](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-retrieval)**; 

> * **[Face Application](https://github.com/ChanChiChoi/awesome-Face_Recognition#face-application)**; 

> * **[Model Accleration && Model Compression](https://github.com/ChanChiChoi/awesome-Face_Recognition#model-acceleration--model-compression)**; 

> * **[Others](https://github.com/ChanChiChoi/awesome-Face_Recognition#others)**; 

> * **[DataSets](https://github.com/ChanChiChoi/awesome-Face_Recognition#datasets)**



also, some papers and links collected from:

- [1] [polarisZhao/awesome-face](https://github.com/polarisZhao/awesome-face)  

- [2] [L706077/DNN-Face-Recognition-Papers](https://github.com/L706077/DNN-Face-Recognition-Papers)  

- [3] [ShownX/FacePaperCollection](https://github.com/ShownX/FacePaperCollection)  

- [4] [HansonSun/FaceRecognition-Papers](https://github.com/HansonSun/FaceRecognition-Papers)  

- [5] [shaoxiaohu/CVPR2016](https://github.com/shaoxiaohu/CVPR2016)  

- [6] [zhanglaplace/PaperPaper](https://github.com/zhanglaplace/PaperPaper)    

- [7] [gdshen/paper_notes](https://github.com/gdshen/paper_notes)  

 [8] [lcybuzz/Personal-Face-Related-Paper-Record](https://github.com/lcybuzz/Personal-Face-Related-Paper-Record)  

 [9] [betars/Face-Resources](https://github.com/betars/Face-Resources)  

 [10] [xuewengeophysics/Awesome-Face-Recognition](https://github.com/xuewengeophysics/Awesome-Face-Recognition)  

 [11] [face-rec.org/Video-Based Face Recognition Algorithms](http://www.face-rec.org/algorithms/#Video)  

 

---

## Face Detection && Face Segmentation



### 2008

- Seyyed Majid Valiollahzadeh, Abolghasem Sayadiyan, Mohammad Nazari .[Face Detection Using Adaboosted SVM-Based Component Classifier](https://arxiv.org/pdf/0812.02575) .[J] arXiv preprint arXiv:0812.02575.



### 2010

- Raphael Sznitman, Bruno Jedynak .[Active Testing for Face Detection and Localization](https://arxiv.org/pdf/1003.05249) .[J] arXiv preprint arXiv:1003.05249.

- Daniele S. M. Alves, Mariangela Lisanti, Jay G. Wacker .[The Poker Face of Inelastic Dark Matter: Prospects at Upcoming Direct  Detection Experiments](https://arxiv.org/pdf/1005.05421) .[J] arXiv preprint arXiv:1005.05421.

- S. M. Kamruzzaman, Firoz Ahmed Siddiqi, Md. Saiful Islam, Md. Emdadul Haque, Mohammad Shamsul Alam .[Rotation Invariant Face Detection Using Wavelet, PCA and Radial Basis  Function Networks](https://arxiv.org/pdf/1009.04974) .[J] arXiv preprint arXiv:1009.04974.

- Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang .[Face Detection with Effective Feature Extraction](https://arxiv.org/pdf/1009.05758) .[J] arXiv preprint arXiv:1009.05758.



### 2011

- Yingjie Miao, Jason J. Corso .[Hamiltonian Streamline Guided Feature Extraction with Applications to  Face Detection](https://arxiv.org/pdf/1108.03525) .[J] arXiv preprint arXiv:1108.03525.

- Divya Jyoti, Aman Chadha, Pallavi Vaidya, M. Mani Roja .[A robust, low-cost approach to Face Detection and Face Recognition](https://arxiv.org/pdf/1111.01090) .[J] arXiv preprint arXiv:1111.01090.



### 2012

- Vibekananda Dutta, Dr Nishtha Kesswani, Deepti Gahalot .[Novel Architecture for 3D model in virtual communities from detected  face](https://arxiv.org/pdf/1210.06157) .[J] arXiv preprint arXiv:1210.06157.



### 2013

- Faizan Ahmad, Aaima Najam, Zeeshan Ahmed .[Image-based Face Detection and Recognition: "State of the Art"](https://arxiv.org/pdf/1302.06379) .[J] arXiv preprint arXiv:1302.06379.

- Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu .[A Novel Approach in detecting pose orientation of a 3D face required for  face](https://arxiv.org/pdf/1309.03418) .[J] arXiv preprint arXiv:1309.03418.

- Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu .[A novel approach for nose tip detection using smoothing by weighted  median filtering applied to 3D face images in variant poses](https://arxiv.org/pdf/1309.04573) .[J] arXiv preprint arXiv:1309.04573.

- Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu .[Detection of pose orientation across single and multiple axes in case of  3D face images](https://arxiv.org/pdf/1309.04577) .[J] arXiv preprint arXiv:1309.04577.

- Markan Lopar, Slobodan Ribari .[An Overview and Evaluation of Various Face and Eyes Detection Algorithms  for Driver Fatigue Monitoring Systems](https://arxiv.org/pdf/1310.00317) .[J] arXiv preprint arXiv:1310.00317.

- Qianli Liao, Joel Z Leibo, Youssef Mroueh, Tomaso Poggio .[Can a biologically-plausible hierarchy effectively replace face  detection, alignment, and recognition pipelines?](https://arxiv.org/pdf/1311.04082) .[J] arXiv preprint arXiv:1311.04082.

- P. Kiran Sree, I. Ramesh Babu .[Face Detection from still and Video Images using Unsupervised Cellular  Automata with K means clustering algorithm](https://arxiv.org/pdf/1312.06834) .[J] arXiv preprint arXiv:1312.06834.



### 2014

- Chen D, Ren S, Wei Y, et al. [Joint cascade face detection and alignment](http://soc.fudan.edu.cn/vip/attachments/download/3890/Joint_Cascade_Face_Detection.pdf)[C]//European Conference on Computer Vision. Springer, Cham, 2014: 109-122.

- Omaima N. A. AL-Allaf .[Review of Face Detection Systems Based Artificial Neural Networks  Algorithms](https://arxiv.org/pdf/1404.01292) .[J] arXiv preprint arXiv:1404.01292.

- Adrian Barbu, Nathan Lay, Gary Gramajo .[Face Detection with a 3D Model](https://arxiv.org/pdf/1404.03596) .[J] arXiv preprint arXiv:1404.03596.

- Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li .[Aggregate channel features for multi-view face detection](https://arxiv.org/pdf/1407.04023) .[J] arXiv preprint arXiv:1407.04023.

- Reza Azad, Fatemeh Davami .[A robust and adaptable method for face detection based on Color  Probabilistic Estimation Technique](https://arxiv.org/pdf/1407.06318) .[J] arXiv preprint arXiv:1407.06318.

- Shengcai Liao, Anil K. Jain, Stan Z. Li .[A Fast and Accurate Unconstrained Face Detector](https://arxiv.org/pdf/1408.01656) .[J] arXiv preprint arXiv:1408.01656.

- David Menotti, Giovani Chiachia, Allan Pinto, William Robson Schwartz, Helio Pedrini, Alexandre Xavier Falcao, Anderson Rocha .[Deep Representations for Iris, Face, and Fingerprint Spoofing Detection](https://arxiv.org/pdf/1410.01980) .[J] arXiv preprint arXiv:1410.01980.

- K.A.A. Aziz, S.S. Abdullah .[Face Detection Using Radial Basis Functions Neural Networks With Fixed  Spread](https://arxiv.org/pdf/1410.02173) .[J] arXiv preprint arXiv:1410.02173.



### 2015

- 【Cascade】Li H, Lin Z, Shen X, et al. [A convolutional neural network cascade for face detection](https://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Li_A_Convolutional_Neural_2015_CVPR_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2015: 5325-5334.
[code:[anson0910/CNN_face_detection](https://github.com/anson0910/CNN_face_detection)]

- Yang B, Yan J, Lei Z, et al. [Convolutional channel features](https://www.cv-foundation.org/openaccess/content_iccv_2015/papers/Yang_Convolutional_Channel_Features_ICCV_2015_paper.pdf)[C]//Proceedings of the IEEE international conference on computer vision. 2015: 82-90.
[code:[bitbucket.org/binyangderek/ccf](https://bitbucket.org/binyangderek/ccf)]

- 【Multiview Face Detection】Sachin Sudhakar Farfade, Mohammad Saberian, Li-Jia Li .[Multi-view Face Detection Using Deep Convolutional Neural Networks](https://arxiv.org/pdf/1502.02766) .[J] arXiv preprint arXiv:1502.02766.
[code: [guoyilin/FaceDetection_CNN](https://github.com/guoyilin/FaceDetection_CNN)]

- Anjith George, Anirban Dasgupta, Aurobinda Routray .[A Framework for Fast Face and Eye Detection](https://arxiv.org/pdf/1505.03344) .[J] arXiv preprint arXiv:1505.03344.

- Golnaz Ghiasi, Charless C. Fowlkes .[Occlusion Coherence: Detecting and Localizing Occluded Faces](https://arxiv.org/pdf/1506.08347) .[J] arXiv preprint arXiv:1506.08347.

- Ilya Kalinovskii, Vladimir Spitsyn .[Compact Convolutional Neural Network Cascade for Face Detection](https://arxiv.org/pdf/1508.01292) .[J] arXiv preprint arXiv:1508.01292.

- Rajeev Ranjan, Vishal M. Patel, Rama Chellappa .[A Deep Pyramid Deformable Part Model for Face Detection](https://arxiv.org/pdf/1508.04389) .[J] arXiv preprint arXiv:1508.04389.
[code:[fddb/results](http://vis-www.cs.umass.edu/fddb/results.html)]

- Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang .[From Facial Parts Responses to Face Detection: A Deep Learning Approach](https://arxiv.org/pdf/1509.06451) .[J] arXiv preprint arXiv:1509.06451.

- Babins Shrestha, Nitesh Saxena, Hien Thi Thu Truong, N. Asokan .[Contextual Proximity Detection in the Face of Context-Manipulating  Adversaries](https://arxiv.org/pdf/1511.00905) .[J] arXiv preprint arXiv:1511.00905.

- Sohini Roychowdhury .[Facial Expression Detection using Patch-based Eigen-face Isomap Networks](https://arxiv.org/pdf/1511.03363) .[J] arXiv preprint arXiv:1511.03363.

- Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang .[WIDER FACE: A Face Detection Benchmark](https://arxiv.org/pdf/1511.06523) .[J] arXiv preprint arXiv:1511.06523.



### 2016

- Qin H, Yan J, Li X, et al. [Joint training of cascaded cnn for face detection](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Qin_Joint_Training_of_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 3456-3465.

- Michael J. Wilber, Vitaly Shmatikov, Serge Belongie .[Can we still avoid automatic face detection?](https://arxiv.org/pdf/1602.04504) .[J] arXiv preprint arXiv:1602.04504.

- Sayantan Sarkar, Vishal M. Patel, Rama Chellappa .[Deep Feature-based Face Detection on Mobile Devices](https://arxiv.org/pdf/1602.04868) .[J] arXiv preprint arXiv:1602.04868.

- Rajeev Ranjan, Vishal M. Patel, Rama Chellappa .[HyperFace: A Deep Multi-task Learning Framework for Face Detection,  Landmark Localization, Pose Estimation, and Gender Recognition](https://arxiv.org/pdf/1603.01249) .[J] arXiv preprint arXiv:1603.01249.

- Upal Mahbub, Vishal M. Patel, Deepak Chandra, Brandon Barbello, Rama Chellappa .[Partial Face Detection for Continuous Authentication](https://arxiv.org/pdf/1603.09364) .[J] arXiv preprint arXiv:1603.09364.

- 【MTCNN】Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, Yu Qiao .[Joint Face Detection and Alignment using Multi-task Cascaded  Convolutional Networks](https://arxiv.org/pdf/1604.02878) .[J] arXiv preprint arXiv:1604.02878.
[code;[kpzhang93/MTCNN_face_detection_alignment](https://github.com/kpzhang93/MTCNN_face_detection_alignment)]

- Yunzhu Li, Benyuan Sun, Tianfu Wu, Yizhou Wang .[Face Detection with End-to-End Integration of a ConvNet and a 3D Model](https://arxiv.org/pdf/1606.00850) .[J] arXiv preprint arXiv:1606.00850.
[code:[tfwu/FaceDetectionConvNet-3D](https://github.com/tfwu/FaceDetectionConvNet-3D)]

- Huaizu Jiang, Erik Learned-Miller .[Face Detection with the Faster R-CNN](https://arxiv.org/pdf/1606.03473) .[J] arXiv preprint arXiv:1606.03473.

- Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides .[CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face  Detection](https://arxiv.org/pdf/1606.05413) .[J] arXiv preprint arXiv:1606.05413.

- Dong Chen, Gang Hua, Fang Wen, Jian Sun .[Supervised Transformer Network for Efficient Face Detection](https://arxiv.org/pdf/1607.05477) .[J] arXiv preprint arXiv:1607.05477.

- Yu J, Jiang Y, Wang Z, et al. [UnitBox: An Advanced Object Detection Network](https://arxiv.org/pdf/1608.01471)[J]. arXiv preprint arXiv:1608.01471, 2016.

- Michael McCoyd, David Wagner .[Spoofing 2D Face Detection: Machines See People Who Aren't There](https://arxiv.org/pdf/1608.02128) .[J] arXiv preprint arXiv:1608.02128.

- Shaohua Wan, Zhijun Chen, Tao Zhang, Bo Zhang, Kong-kat Wong .[Bootstrapping Face Detection with Hard Negative Examples](https://arxiv.org/pdf/1608.02236) .[J] arXiv preprint arXiv:1608.02236.

- Michael Opitz, Georg Waltner, Georg Poier, Horst Possegger, Horst Bischof .[Grid Loss: Detecting Occluded Faces](https://arxiv.org/pdf/1609.00129) .[J] arXiv preprint arXiv:1609.00129.

- Xianxu Hou, Ke Sun, Linlin Shen, Guoping Qiu .[Object Specific Deep Learning Feature and Its Application to Face  Detection](https://arxiv.org/pdf/1609.01366) .[J] arXiv preprint arXiv:1609.01366.

- Zhenheng Yang, Ram Nevatia .[A Multi-Scale Cascade Fully Convolutional Network Face Detector](https://arxiv.org/pdf/1609.03536) .[J] arXiv preprint arXiv:1609.03536.

- Shuzhe Wu, Meina Kan, Zhenliang He, Shiguang Shan, Xilin Chen .[Funnel-Structured Cascade for Multi-View Face Detection with  Alignment-Awareness](https://arxiv.org/pdf/1609.07304) .[J] arXiv preprint arXiv:1609.07304.

- Jyothi Korra .[Comparing Face Detection and Recognition Techniques](https://arxiv.org/pdf/1610.04575) .[J] arXiv preprint arXiv:1610.04575.

- Zhuqi Li, Weijie Chen, Zhenyi Li, Kaigui Bian .[Look into My Eyes: Fine-grained Detection of Face-screen Distance on  Smartphones](https://arxiv.org/pdf/1612.04131) .[J] arXiv preprint arXiv:1612.04131.

- 【HR】Peiyun Hu, Deva Ramanan .[Finding Tiny Faces](https://arxiv.org/pdf/1612.04402) .[J] arXiv preprint arXiv:1612.04402.
[code: [peiyunh/tiny](https://github.com/peiyunh/tiny)]

- Yutong Zheng, Chenchen Zhu, Khoa Luu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides .[Towards a Deep Learning Framework for Unconstrained Face Detection](https://arxiv.org/pdf/1612.05322) .[J] arXiv preprint arXiv:1612.05322.



### 2017

- Smriti Tikoo, Nitin Malik .[Detection of Face using Viola Jones and Recognition using Back  Propagation Neural Network](https://arxiv.org/pdf/1701.08257) .[J] arXiv preprint arXiv:1701.08257.

- Smriti Tikoo, Nitin Malik .[Detection, Segmentation and Recognition of Face and its Features Using  Neural Network](https://arxiv.org/pdf/1701.08259) .[J] arXiv preprint arXiv:1701.08259.

- Xudong Sun, Pengcheng Wu, Steven C.H. Hoi .[Face Detection using Deep Learning: An Improved Faster RCNN Approach](https://arxiv.org/pdf/1701.08289) .[J] arXiv preprint arXiv:1701.08289.

- Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang .[Faceness-Net: Face Detection through Deep Facial Part Responses](https://arxiv.org/pdf/1701.08393) .[J] arXiv preprint arXiv:1701.08393.

- Yuguang Liu, Martin D. Levine .[Multi-Path Region-Based Convolutional Neural Network for Accurate  Detection of Unconstrained "Hard Faces"](https://arxiv.org/pdf/1703.09145) .[J] arXiv preprint arXiv:1703.09145.

- Liying Chi, Hongxin Zhang, Mingxiu Chen .[End-To-End Face Detection and Recognition](https://arxiv.org/pdf/1703.10818) .[J] arXiv preprint arXiv:1703.10818.

- Upal Mahbub, Sayantan Sarkar, Rama Chellappa .[Partial Face Detection in the Mobile Domain](https://arxiv.org/pdf/1704.02117) .[J] arXiv preprint arXiv:1704.02117.

- Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiao-Jun Wu .[Face Detection, Bounding Box Aggregation and Pose Estimation for Robust  Facial Landmark Localisation in the Wild](https://arxiv.org/pdf/1705.02402) .[J] arXiv preprint arXiv:1705.02402.
[code url in paper:[dlib.net](http://dlib.net/)]

- 【Face R-CNN】【Tencent AI Lab】Hao Wang, Zhifeng Li, Xing Ji, Yitong Wang .[Face R-CNN](https://arxiv.org/pdf/1706.01061) .[J] arXiv preprint arXiv:1706.01061. 

- Shuo Yang, Yuanjun Xiong, Chen Change Loy, Xiaoou Tang .[Face Detection through Scale-Friendly Deep Convolutional Networks](https://arxiv.org/pdf/1706.02863) .[J] arXiv preprint arXiv:1706.02863.

- Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu .[Scale-Aware Face Detection](https://arxiv.org/pdf/1706.09876) .[J] arXiv preprint arXiv:1706.09876.

- Yancheng Bai, Bernard Ghanem .[Multi-Branch Fully Convolutional Network for Face Detection](https://arxiv.org/pdf/1707.06330) .[J] arXiv preprint arXiv:1707.06330.

- Keke He, Yanwei Fu, Xiangyang Xue .[A Jointly Learned Deep Architecture for Facial Attribute Analysis and  Face Detection in the Wild](https://arxiv.org/pdf/1707.08705) .[J] arXiv preprint arXiv:1707.08705.

- Weilin Cong, Sanyuan Zhao, Hui Tian, Jianbing Shen .[Improved Face Detection and Alignment using Cascade Deep Convolutional  Network](https://arxiv.org/pdf/1707.09364) .[J] arXiv preprint arXiv:1707.09364.

- 【Focal loss】Lin T Y, Goyal P, Girshick R, et al. [Focal loss for dense object detection](https://arxiv.org/abs/1708.02002)[J]. IEEE transactions on pattern analysis and machine intelligence, 2018.
[code:[facebookresearch/Detectron](https://github.com/facebookresearch/Detectron)]

- Manuel Günther, Peiyun Hu, Christian Herrmann, Chi Ho Chan, Min Jiang, Shufan Yang, Akshay Raj Dhamija, Deva Ramanan, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed, Guodong Guo, Cezary Stankiewicz, Terrance E. Boult .[Unconstrained Face Detection and Open-Set Face Recognition Challenge](https://arxiv.org/pdf/1708.02337) .[J] arXiv preprint arXiv:1708.02337.
[code url in paper:[pypi/challenge.uccs](http://pypi.python.org/pypi/challenge.uccs); [vast.uccs.edu/Opensetface](http://vast.uccs.edu/Opensetface); [nist.gov/face-recognition-vendor-test-frvt](https://www.nist.gov/programs-projects/face-recognition-vendor-test-frvt)]

- 【SSH】Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry Davis .[SSH: Single Stage Headless Face Detector](https://arxiv.org/pdf/1708.03979) .[J] arXiv preprint arXiv:1708.03979.
[code:[mahyarnajibi/SSH](https://github.com/mahyarnajibi/SSH)]

- Nataniel Ruiz, James M. Rehg .[Dockerface: an Easy to Install and Use Faster R-CNN Face Detector in a  Docker Container](https://arxiv.org/pdf/1708.04370) .[J] arXiv preprint arXiv:1708.04370.
[code:[natanielruiz/dockerface](https://github.com/natanielruiz/dockerface)]

- 【FaceBoxes】Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li .[FaceBoxes: A CPU Real-time Face Detector with High Accuracy](https://arxiv.org/pdf/1708.05234) .[J] arXiv preprint arXiv:1708.05234.
[code:[sfzhang15/FaceBoxes](https://github.com/sfzhang15/FaceBoxes);[zeusees/FaceBoxes](https://github.com/zeusees/FaceBoxes)]

- 【S^3FD】Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li .[S^3FD: Single Shot Scale-invariant Face Detector](https://arxiv.org/pdf/1708.05237) .[J] arXiv preprint arXiv:1708.05237.
[code:[sfzhang15/SFD](https://github.com/sfzhang15/SFD)]

- SouYoung Jin, Hang Su, Chris Stauffer, Erik Learned-Miller .[End-to-end Face Detection and Cast Grouping in Movies Using  Erdős-Rényi Clustering](https://arxiv.org/pdf/1709.02458) .[J] arXiv preprint arXiv:1709.02458.
[code:[souyoungjin.com/erclustering](http://souyoungjin.com/erclustering)]

- Yujia Chen, Lingxiao Song, Ran He .[Masquer Hunter: Adversarial Occlusion-aware Face Detection](https://arxiv.org/pdf/1709.05188) .[J] arXiv preprint arXiv:1709.05188.

- 【face R-FCN】Yitong Wang, Xing Ji, Zheng Zhou, Hao Wang, Zhifeng Li .[Detecting Faces Using Region-based Fully Convolutional Networks](https://arxiv.org/pdf/1709.05256) .[J] arXiv preprint arXiv:1709.05256.

- Mahmoud Afifi, Marwa Nasser, Mostafa Korashy, Katherine Rohde, Aly Abdelrahim .[Can We Boost the Power of the Viola-Jones Face Detector Using  Pre-processing? An Empirical Study](https://arxiv.org/pdf/1709.07720) .[J] arXiv preprint arXiv:1709.07720.

- Luiz Souza, Mauricio Pamplona, Luciano Oliveira, João Papa .[How far did we get in face spoofing detection?](https://arxiv.org/pdf/1710.09868) .[J] arXiv preprint arXiv:1710.09868.

- 【FAN】Jianfeng Wang, Ye Yuan, Gang Yu .[Face Attention Network: An Effective Face Detector for the Occluded  Faces](https://arxiv.org/pdf/1711.07246) .[J] arXiv preprint arXiv:1711.07246.

- Jialiang Zhang, Xiongwei Wu, Jianke Zhu, Steven C.H. Hoi .[Feature Agglomeration Networks for Single Stage Face Detection](https://arxiv.org/pdf/1712.00721) .[J] arXiv preprint arXiv:1712.00721.

- Zexun Zhou, Zhongshi He, Ziyu Chen, Yuanyuan Jia, Haiyan Wang, Jinglong Du, Dingding Chen .[FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder  Network for face detection](https://arxiv.org/pdf/1712.03687) .[J] arXiv preprint arXiv:1712.03687.

- Siqi Yang, Arnold Wiliem, Shaokang Chen, Brian C. Lovell .[Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks](https://arxiv.org/pdf/1712.08263) .[J] arXiv preprint arXiv:1712.08263.



### 2018

- Fei Yang, Qian Zhang, Miaohui Wang, Guoping Qiu .[Quality Classified Image Analysis with Application to Face Detection and  Recognition](https://arxiv.org/pdf/1801.06445) .[J] arXiv preprint arXiv:1801.06445.

- Alexandre Attia, Sharone Dayan .[Detecting and counting tiny faces](https://arxiv.org/pdf/1801.06504) .[J] arXiv preprint arXiv:1801.06504.

- Changzheng Zhang, Xiang Xu, Dandan Tu .[Face Detection Using Improved Faster RCNN](https://arxiv.org/pdf/1802.02142) .[J] arXiv preprint arXiv:1802.02142.

- Anand Bhattad, Jason Rock, David Forsyth .[Detecting Anomalous Faces with 'No Peeking' Autoencoders](https://arxiv.org/pdf/1802.05798) .[J] arXiv preprint arXiv:1802.05798.

- Yue Xi, Jiangbin Zheng, Xiangjian He, Wenjing Jia, Hanhui Li.[Beyond Context: Exploring Semantic Similarity for Tiny Face Detection](https://arxiv.org/pdf/1803.01555) .[J] arXiv preprint arXiv:1803.01555.

- Xiao Song, Xu Zhao, Tianwei Lin.[Face Spoofing Detection by Fusing Binocular Depth and Spatial Pyramid  Coding Micro-Texture Features](https://arxiv.org/pdf/1803.04722) .[J] arXiv preprint arXiv:1803.04722.

- Pouya Samangouei, Mahyar Najibi, Larry Davis, Rama Chellappa.[Face-MagNet: Magnifying Feature Maps to Detect Small Faces](https://arxiv.org/pdf/1803.05258) .[J] arXiv preprint arXiv:1803.05258.
[code:[po0ya/face-magnet](https://github.com/po0ya/face-magnet)]

- Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma .[Deep Adaptive Attention for Joint Facial Action Unit Detection and Face  Alignment](https://arxiv.org/pdf/1803.05588) .[J] arXiv preprint arXiv:1803.05588.

- 【PyramidBox】Xu Tang, Daniel K. Du, Zeqiang He, Jingtuo Liu .[PyramidBox: A Context-assisted Single Shot Face Detector](https://arxiv.org/pdf/1803.07737) .[J] arXiv preprint arXiv:1803.07737.
[code:[PaddlePaddle/face_detection](https://github.com/PaddlePaddle/models/tree/develop/fluid/face_detection)]

- 【Dataset】Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner .[FaceForensics: A Large-scale Video Dataset for Forgery Detection in  Human Faces](https://arxiv.org/pdf/1803.09179) .[J] arXiv preprint arXiv:1803.09179.

- Guanjun Guo, Hanzi Wang, Yan Yan, Jin Zheng, Bo Li .[A Fast Face Detection Method via Convolutional Neural Network](https://arxiv.org/pdf/1803.10103) .[J] arXiv preprint arXiv:1803.10103.

- Gregor Lenz, Sio-Hoi Ieng, Ryad Benosman .[Event-based Dynamic Face Detection and Tracking Based on Activity](https://arxiv.org/pdf/1803.10106) .[J] arXiv preprint arXiv:1803.10106.

- Peng Zhou, Xintong Han, Vlad I. Morariu, Larry S. Davis .[Two-Stream Neural Networks for Tampered Face Detection](https://arxiv.org/pdf/1803.11276) .[J] arXiv preprint arXiv:1803.11276.
[code url in paper:[MKLab-ITI/image-forensics](https://github.com/MKLab-ITI/image-forensics); [MarekKowalski/FaceSwap](https://github.com/MarekKowalski/FaceSwap/)]

- Zhongzheng Ren, Yong Jae Lee, Michael S. Ryoo .[Learning to Anonymize Faces for Privacy Preserving Action Detection](https://arxiv.org/pdf/1803.11556) .[J] arXiv preprint arXiv:1803.11556.
[code:[jason718.github.io](https://jason718.github.io/project/privacy/main.html)]

- Saurav Jha, Nikhil Agarwal, Suneeta Agarwal .[Towards Improved Cartoon Face Detection and Recognition Systems](https://arxiv.org/pdf/1804.01753) .[J] arXiv preprint arXiv:1804.01753.
[code url in paper:[nagadomi/animeface-2009](https://github.com/nagadomi/animeface-2009); [kaggle/facial-keypoints-detection](https://www.kaggle.com/c/facial-keypoints-detection)]

- Guanglu Song, Yu Liu, Ming Jiang, Yujie Wang, Junjie Yan, Biao Leng .[Beyond Trade-off: Accelerate FCN-based Face Detector with Higher  Accuracy](https://arxiv.org/pdf/1804.05197) .[J] arXiv preprint arXiv:1804.05197.

- Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen .[Real-Time Rotation-Invariant Face Detection with Progressive Calibration  Networks](https://arxiv.org/pdf/1804.06039) .[J] arXiv preprint arXiv:1804.06039.
[code:[Jack-CV/FaceKit](https://github.com/Jack-CV/FaceKit)]

- Jianfeng Wang, Ye Yuan, Boxun Li, Gang Yu, Sun Jian .[SFace: An Efficient Network for Face Detection in Large Scale Variations](https://arxiv.org/pdf/1804.06559) .[J] arXiv preprint arXiv:1804.06559.

- Yuqian Zhou, Ding Liu, Thomas Huang .[Survey of Face Detection on Low-quality Images](https://arxiv.org/pdf/1804.07362) .[J] arXiv preprint arXiv:1804.07362.

- Hajime Nada, Vishwanath A. Sindagi, He Zhang, Vishal M. Patel .[Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset  and Baseline Results](https://arxiv.org/pdf/1804.10275) .[J] arXiv preprint arXiv:1804.10275.
[code:[ufdd.info](https://ufdd.info/)]

- 【.】Ce Qi, Xiaoping Chen, Pingyu Wang, Fei Su .[Precise Box Score: Extract More Information from Datasets to Improve the  Performance of Face Detection](https://arxiv.org/pdf/1804.10743) .[J] arXiv preprint arXiv:1804.10743.

- Baosheng Yu, Dacheng Tao .[Anchor Cascade for Efficient Face Detection](https://arxiv.org/pdf/1805.03363) .[J] arXiv preprint arXiv:1805.03363.

- Mehmet Kerim Yucel, Yunus Can Bilge, Oguzhan Oguz, Nazli Ikizler-Cinbis, Pinar Duygulu, Ramazan Gokberk Cinbis .[Wildest Faces: Face Detection and Recognition in Violent Settings](https://arxiv.org/pdf/1805.07566) .[J] arXiv preprint arXiv:1805.07566.

- Avishek Joey Bose, Parham Aarabi .[Adversarial Attacks on Face Detectors using Neural Net based Constrained  Optimization](https://arxiv.org/pdf/1805.12302) .[J] arXiv preprint arXiv:1805.12302.

- Yuezun Li, Ming-Ching Chang, Siwei Lyu .[In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye  Blinking](https://arxiv.org/pdf/1806.02877) .[J] arXiv preprint arXiv:1806.02877.

- Gustavo Botelho de Souza, João Paulo Papa, Aparecido Nilceu Marana .[On the Learning of Deep Local Features for Robust Face Spoofing  Detection](https://arxiv.org/pdf/1806.07492) .[J] arXiv preprint arXiv:1806.07492.

- Shervin Rahimzadeh Arashloo, Josef Kittler .[Client-Specific Anomaly Detection for Face Presentation Attack Detection](https://arxiv.org/pdf/1807.00848) .[J] arXiv preprint arXiv:1807.00848.

- Moritz Lode, Michael Örtl, Christian Koch, Amr Rizk, Ralf Steinmetz .[Detection and Analysis of Content Creator Collaborations in YouTube  Videos using Face- and Speaker-Recognition](https://arxiv.org/pdf/1807.02020) .[J] arXiv preprint arXiv:1807.02020.

- Clemens Seibold, Anna Hilsmann, Peter Eisert .[Reflection Analysis for Face Morphing Attack Detection](https://arxiv.org/pdf/1807.02030) .[J] arXiv preprint arXiv:1807.02030.

- Xiao Song, Xu Zhao, Liangji Fang, Tianwei Lin .[Discriminative Representation Combinations for Accurate Face Spoofing  Detection](https://arxiv.org/pdf/1808.08802) .[J] arXiv preprint arXiv:1808.08802.

- Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou .[Selective Refinement Network for High Performance Face Detection](https://arxiv.org/pdf/1809.02693) .[J] arXiv preprint arXiv:1809.02693.

- Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran, Louis-Antoine Blais-Morin .[A Comparison of CNN-based Face and Head Detectors for Real-Time Video  Surveillance Applications](https://arxiv.org/pdf/1809.03336) .[J] arXiv preprint arXiv:1809.03336.

- Bruna Vieira Frade, Erickson R. Nascimento .[A Two-Step Learning Method For Detecting Landmarks on Faces From  Different Domains](https://arxiv.org/pdf/1809.04621) .[J] arXiv preprint arXiv:1809.04621.

- Rajeev Ranjan, Ankan Bansal, Jingxiao Zheng, Hongyu Xu, Joshua Gleason, Boyu Lu, Anirudh Nanduri, Jun-Cheng Chen, Carlos D. Castillo, Rama Chellappa .[A Fast and Accurate System for Face Detection, Identification, and  Verification](https://arxiv.org/pdf/1809.07586) .[J] arXiv preprint arXiv:1809.07586.

- Chih-Chung Hsu, Chia-Yen Lee, Yi-Xiu Zhuang .[Learning to Detect Fake Face Images in the Wild](https://arxiv.org/pdf/1809.08754) .[J] arXiv preprint arXiv:1809.08754.

- 【DSFD】Jian Li, Yabiao Wang, Changan Wang, Ying Tai, Jianjun Qian, Jian Yang, Chengjie Wang, Jilin Li, Feiyue Huang .[DSFD: Dual Shot Face Detector](https://arxiv.org/pdf/1810.10220) .[J] arXiv preprint arXiv:1810.10220.
[code:[TencentYoutuResearch/FaceDetection-DSFD](https://github.com/TencentYoutuResearch/FaceDetection-DSFD)]

- Yuezun Li, Siwei Lyu .[Exposing DeepFake Videos By Detecting Face Warping Artifacts](https://arxiv.org/pdf/1811.00656) .[J] arXiv preprint arXiv:1811.00656.

- Wanxin Tian, Zixuan Wang, Haifeng Shen, Weihong Deng, Binghui Chen, Xiubao Zhang .[Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision](https://arxiv.org/pdf/1811.08557) .[J] arXiv preprint arXiv:1811.08557.

- Petru Soviany, Radu Tudor Ionescu .[Continuous Trade-off Optimization between Fast and Accurate Deep Face Detectors](https://arxiv.org/pdf/1811.11582) .[J] arXiv preprint arXiv:1811.11582.

- Zhishuai Zhang, Wei Shen, Siyuan Qiao, Yan Wang, Bo Wang, Alan Yuille .[Robust Face Detection via Learning Small Faces on Hard Images](https://arxiv.org/pdf/1811.11662) .[J] arXiv preprint arXiv:1811.11662.
[code:[bairdzhang/smallhardface](https://github.com/bairdzhang/smallhardface)]

- Thibaut Issenhuth, Vinkle Srivastav, Afshin Gangi, Nicolas Padoy .[Face Detection in the Operating Room: Comparison of State-of-the-art Methods and a Self-supervised Approach](https://arxiv.org/pdf/1811.12296) .[J] arXiv preprint arXiv:1811.12296.

- Mingyu Ding, An Zhao, Zhiwu Lu, Tao Xiang, Ji-Rong Wen .[Face-Focused Cross-Stream Network for Deception Detection in Videos](https://arxiv.org/pdf/1812.04429) .[J] arXiv preprint arXiv:1812.04429.

- Mahyar Najibi, Bharat Singh, Larry S. Davis .[FA-RPN: Floating Region Proposals for Face Detection](https://arxiv.org/pdf/1812.05586) .[J] arXiv preprint arXiv:1812.05586.

- 【Dataset】Jian Han, Sezer Karaoglu, Hoang-An Le, Theo Gevers .[Improving Face Detection Performance with 3D-Rendered Synthetic Data](https://arxiv.org/pdf/1812.07363) .[J] arXiv preprint arXiv:1812.07363.

- Shi Luo, Xiongfei Li, Rui Zhu, Xiaoli Zhang .[SFA: Small Faces Attention Face Detector](https://arxiv.org/pdf/1812.08402) .[J] arXiv preprint arXiv:1812.08402.

- Guido Borghi .[Combining Deep and Depth: Deep Learning and Face Depth Maps for Driver Attention Monitoring](https://arxiv.org/pdf/1812.05831) .[J] arXiv preprint arXiv:1812.05831.



### 2019

- Vishal Kaushal, Rishabh Iyer, Khoshrav Doctor, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan .[Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity,Representation, Coverage and Importance](https://arxiv.org/pdf/1901.01153) .[J] arXiv preprint arXiv:1901.01153.

- Yundong Zhang, Xiang Xu, Xiaotao Liu .[Robust and High Performance Face Detector](https://arxiv.org/pdf/1901.02350) .[J] arXiv preprint arXiv:1901.02350.

- Shridhar Ravikumar .[Lightweight Markerless Monocular Face Capture with 3D Spatial Priors](https://arxiv.org/pdf/1901.05355) .[J] arXiv preprint arXiv:1901.05355.

- Vishwanath A. Sindagi, Vishal M. Patel .[DAFE-FD: Density Aware Feature Enrichment for Face Detection](https://arxiv.org/pdf/1901.05375) .[J] arXiv preprint arXiv:1901.05375.

- Shifeng Zhang, Rui Zhu, Xiaobo Wang, Hailin Shi, Tianyu Fu, Shuo Wang, Tao Mei, Stan Z. Li .[Improved Selective Refinement Network for Face Detection](https://arxiv.org/pdf/1901.06651) .[J] arXiv preprint arXiv:1901.06651.

- Matteo Ferrara, Annalisa Franco, Davide Maltoni .[Face morphing detection in the presence of printing/scanning and heterogeneous image sources](https://arxiv.org/pdf/1901.08811) .[J] arXiv preprint arXiv:1901.08811.

- 【Dataset】Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner .[FaceForensics++: Learning to Detect Manipulated Facial Images](https://arxiv.org/pdf/1901.08971) .[J] arXiv preprint arXiv:1901.08971.
[data:[ondyari/FaceForensics](https://github.com/ondyari/FaceForensics)]

- Nguyen Van Quang, Hiromasa Fujihara .[Revisiting a single-stage method for face detection](https://arxiv.org/pdf/1902.01559) .[J] arXiv preprint arXiv:1902.01559.

- Jianglin Fu, Saeed Ranjbar Alvar, Ivan V. Bajic, Rodney G. Vaughan .[FDDB-360: Face Detection in 360-degree Fisheye Images](https://arxiv.org/pdf/1902.02777) .[J] arXiv preprint arXiv:1902.02777.

- Bindita Chaudhuri, Noranart Vesdapunt, Baoyuan Wang .[Joint Face Detection and Facial Motion Retargeting for Multiple Faces](https://arxiv.org/pdf/1902.10744) .[J] arXiv preprint arXiv:1902.10744.

- Qiushan Guo, Yuan Dong, Yu Guo, Hongliang Bai .[MSFD:Multi-Scale Receptive Field Face Detector](https://arxiv.org/pdf/1903.04147) .[J] arXiv preprint arXiv:1903.04147.

- Mohammad Nayeem Teli, Bruce A. Draper, J. Ross Beveridge .[Face Detection in Repeated Settings](https://arxiv.org/pdf/1903.08649) .[J] arXiv preprint arXiv:1903.08649.

- Zhihang Li, Xu Tang, Junyu Han, Jingtuo Liu, Ran He .[PyramidBox++: High Performance Detector for Finding Tiny Face](https://arxiv.org/pdf/1904.00386) .[J] arXiv preprint arXiv:1904.00386.

- Yonghao He, Dezhong Xu, Lifang Wu, Meng Jian, Shiming Xiang, Chunhong Pan .[LFFD: A Light and Fast Face Detector for Edge Devices](https://arxiv.org/pdf/1904.10633) .[J] arXiv preprint arXiv:1904.10633.

- Lucas Faria Porto, Laise Nascimento Correia Lima, Marta Flores, Andrea Valsecchi, Oscar Ibanez, Carlos Eduardo Machado Palhares, Flavio de Barros Vidal .[Automatic cephalometric landmarks detection on frontal faces: an approach based on supervised learning techniques](https://arxiv.org/pdf/1904.10816) .[J] arXiv preprint arXiv:1904.10816.

- Heming Zhang, Xiaolong Wang, Jingwen Zhu, C.-C. Jay Kuo .[Accelerating Proposal Generation Network for Fast Face Detection on Mobile Devices](https://arxiv.org/pdf/1904.12094) .[J] arXiv preprint arXiv:1904.12094.

- Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan .[Recurrent Convolutional Strategies for Face Manipulation Detection in Videos](https://arxiv.org/pdf/1905.00582) .[J] arXiv preprint arXiv:1905.00582.

- Jiankang Deng, Jia Guo, Yuxiang Zhou, Jinke Yu, Irene Kotsia, Stefanos Zafeiriou .[RetinaFace: Single-stage Dense Face Localisation in the Wild](https://arxiv.org/pdf/1905.00641) .[J] arXiv preprint arXiv:1905.00641.

- Faen Zhang, Xinyu Fan, Guo Ai, Jianfei Song, Yongqiang Qin, Jiahong Wu .[Accurate Face Detection for High Performance](https://arxiv.org/pdf/1905.01585) .[J] arXiv preprint arXiv:1905.01585.

- Emily Denton, Ben Hutchinson, Margaret Mitchell, Timnit Gebru .[Detecting Bias with Generative Counterfactual Face Attribute Augmentation](https://arxiv.org/pdf/1906.06439) .[J] arXiv preprint arXiv:1906.06439.

- YoungJoon Yoo, Dongyoon Han, Sangdoo Yun .[EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse](https://arxiv.org/pdf/1906.06579) .[J] arXiv preprint arXiv:1906.06579.

- 【Dataset】Jianglin Fu, Ivan V. Bajic, Rodney G. Vaughan .[Datasets for Face and Object Detection in Fisheye Images](https://arxiv.org/pdf/1906.11942) .[J] arXiv preprint arXiv:1906.11942.

- Valentin Bazarevsky, Yury Kartynnik, Andrey Vakunov, Karthik Raveendran, Matthias Grundmann .[BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs](https://arxiv.org/pdf/1907.05047) .[J] arXiv preprint arXiv:1907.05047.

- Amit Kumar, Rama Chellappa .[Landmark Detection in Low Resolution Faces with Semi-Supervised Learning](https://arxiv.org/pdf/1907.13255) .[J] arXiv preprint arXiv:1907.13255.

- Yujiang Wang, Jie Shen, Mingzhi Dong, Yang Wu, Shiyang Cheng, Maja Pantic .[Dynamic Face Video Segmentation via Reinforcement Learning](https://arxiv.org/pdf/1907.01296) .[J] arXiv preprint arXiv:1907.01296.

- Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li .[RefineFace: Refinement Neural Network for High Performance Face Detection](https://arxiv.org/pdf/1909.04376) .[J] arXiv preprint arXiv:1909.04376.

- Joel Stehouwer, Hao Dang, Feng Liu, Xiaoming Liu, Anil Jain .[On the Detection of Digital Face Manipulation](https://arxiv.org/pdf/1910.01717) .[J] arXiv preprint arXiv:1910.01717.

- Kritaphat Songsri-in, Stefanos Zafeiriou .[Complement Face Forensic Detection and Localization with FacialLandmarks](https://arxiv.org/pdf/1910.05455) .[J] arXiv preprint arXiv:1910.05455.

- Mohammad Iqbal Nouyed, Guodong Guo .[Face Detection on Surveillance Images](https://arxiv.org/pdf/1910.11121) .[J] arXiv preprint arXiv:1910.11121.

- Iacopo Masi, Joe Mathai, Wael AbdAlmageed.[Learning Structure via Consensus for Face Segmentation and Parsing](https://arxiv.org/pdf/1911.00957) [J]. arXiv preprint arXiv:1911.00957.

- Souhail Bakkali, Zuheng Ming, Muhammad Muzzamil Luqman, Jean-Christophe Burie.[Face Detection in Camera Captured Images of Identity Documents under Challenging Conditions](https://arxiv.org/pdf/1911.03567) [J]. arXiv preprint arXiv:1911.03567.

- Hongxing Gao, Wei Tao, Dongchao Wen, Junjie Liu, Tse-Wei Chen, Kinya Osa, Masami Kato .[DupNet: Towards Very Tiny Quantized CNN with Improved Accuracy for Face Detection](https://arxiv.org/pdf/1911.05341) [J]. arXiv preprint arXiv:1911.05341.

- Samuel W. F. Earp, Pavit Noinongyao, Justin A. Cairns, Ankush Ganguly .[Face Detection with Feature Pyramids and Landmarks](https://arxiv.org/pdf/1912.00596) [J]. arXiv preprint arXiv:1912.00596.

- Xiao Yang, Fangyun Wei, Hongyang Zhang, Xiang Ming, Jun Zhu .[Design and Interpretation of Universal Adversarial Patches in Face Detection](https://arxiv.org/pdf/1912.05021) [J]. arXiv preprint arXiv:1912.05021.

- Yang Liu, Xu Tang, Xiang Wu, Junyu Han, Jingtuo Liu, Errui Ding .[HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces](https://arxiv.org/pdf/1912.09231) [J]. arXiv preprint arXiv:1912.09231.



### 2020

- Ruben Tolosana, Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales, Javier Ortega-Garcia .[DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection](https://arxiv.org/pdf/2001.00179) .[J] arXiv preprint arXiv:2001.00179

- Seyed Mehdi Iranmanesh, Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Nasser M. Nasrabadi .[Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces](https://arxiv.org/pdf/2001.03113) .[J] arXiv preprint arXiv:2001.03113

- Yihao Huang, Felix Juefei-Xu, Run Wang, Xiaofei Xie, Lei Ma, Jianwen Li, Weikai Miao, Yang Liu, Geguang Pu .[FakeLocator: Robust Localization of GAN-Based Face Manipulations via Semantic Segmentation Networks with Bells and Whistles](https://arxiv.org/pdf/2001.09598) .[J] arXiv preprint arXiv:2001.09598

- Zhengzhe Liu, Xiaojuan Qi, Philip Torr .[Global Texture Enhancement for Fake Face Detection in the Wild](https://arxiv.org/pdf/2002.00133) .[J] arXiv preprint arXiv:2002.00133

- Guanglu Song, Yu Liu, Yuhang Zang, Xiaogang Wang, Biao Leng, Qingsheng Yuan .[KPNet: Towards Minimal Face Detector](https://arxiv.org/pdf/2003.07543) .[J] arXiv preprint arXiv:2003.07543

- Shubham Agrawal, Anuj Pahuja, Simon Lucey .[High Accuracy Face Geometry Capture using a Smartphone Video](https://arxiv.org/pdf/2003.08583) .[J] arXiv preprint arXiv:2003.08583

- Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma .[JAA-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention](https://arxiv.org/pdf/2003.08834) .[J] arXiv preprint arXiv:2003.08834

- Bin Zhang, Jian Li, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yili Xia, Wenjiang Pei, Rongrong Ji .[ASFD: Automatic and Scalable Face Detector](https://arxiv.org/pdf/2003.11228) .[J] arXiv preprint arXiv:2003.11228

- Hadi Mansourifar, Weidong Shi .[One-Shot GAN Generated Fake Face Detection](https://arxiv.org/pdf/2003.12244) .[J] arXiv preprint arXiv:2003.12244

- Nicolò Bonettini, Edoardo Daniele Cannas, Sara Mandelli, Luca Bondi, Paolo Bestagini, Stefano Tubaro .[Video Face Manipulation Detection Through Ensemble of CNNs](https://arxiv.org/pdf/2004.07676) [J]. arXiv preprint arXiv:2004.07676.

- Nika Dogonadze, Jana Obernosterer, Ji Hou .[Deep Face Forgery Detection](https://arxiv.org/pdf/2004.11804) [J]. arXiv preprint arXiv:2004.11804.

- Daniel Mas Montserrat, Hanxiang Hao, S. K. Yarlagadda, Sriram Baireddy, Ruiting Shao, János Horváth, Emily Bartusiak, Justin Yang, David Güera, Fengqing Zhu, Edward J. Delp .[Deepfakes Detection with Automatic Face Weighting](https://arxiv.org/pdf/2004.12027) [J]. arXiv preprint arXiv:2004.12027.

- Zehao Chen, Hua Yang .[Manipulated Face Detector: Joint Spatial and Frequency Domain Attention Network](https://arxiv.org/pdf/2005.02958) [J]. arXiv preprint arXiv:2005.02958.

- Mingjie Jiang, Xinqi Fan .[RetinaMask: A Face Mask detector](https://arxiv.org/pdf/2005.03950) [J]. arXiv preprint arXiv:2005.03950.

- Zhiqing Guo, Gaobo Yang, Jiyou Chen, Xingming Sun .[Fake Face Detection via Adaptive Residuals Extraction Network](https://arxiv.org/pdf/2005.04945) [J]. arXiv preprint arXiv:2005.04945.

- Dmitry Yashunin, Tamir Baydasov, Roman Vlasov .[MaskFace: multi-task face and landmark detector](https://arxiv.org/pdf/2005.09412) [J]. arXiv preprint arXiv:2005.09412.

- Gereon Fox, Wentao Liu, Hyeongwoo Kim, Hans-Peter Seidel, Mohamed Elgharib, Christian Theobalt .[VideoForensicsHQ: Detecting High-quality Manipulated Face Videos](https://arxiv.org/pdf/2005.10360) [J]. arXiv preprint arXiv:2005.10360.

- Polychronis Charitidis, Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Ioannis Kompatsiaris .[A Face Preprocessing Approach for Improved DeepFake Detection](https://arxiv.org/pdf/2006.07084) [J]. arXiv preprint arXiv:2006.07084.

- Rafael Redondo, Jaume Gibert .[Extended Labeled Faces in-the-Wild (ELFW): Augmenting Classes for Face Segmentation](https://arxiv.org/pdf/2006.13980) [J]. arXiv preprint arXiv:2006.13980.

- Bin Zhang, Jian Li, Yabiao Wang, Zhipeng Cui, Yili Xia, Chengjie Wang, Jilin Li, Feiyue Huang .[ACFD: Asymmetric Cartoon Face Detector](https://arxiv.org/pdf/2007.00899) [J]. arXiv preprint arXiv:2007.00899.

- Zixuan Xu, Banghuai Li, Miao Geng, Ye Yuan, Gang Yu .[AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses](https://arxiv.org/pdf/2007.03221) [J]. arXiv preprint arXiv:2007.03221.

- Khawar Islam, Uzma Afzal .[Framework for Passenger Seat Availability Using Face Detection in Passenger Bus](https://arxiv.org/pdf/2007.05906) [J]. arXiv preprint arXiv:2007.05906.

- Yuyang Qian, Guojun Yin, Lu Sheng, Zixuan Chen, Jing Shao .[Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues](https://arxiv.org/pdf/2007.09355) [J]. arXiv preprint arXiv:2007.09355.

- Jinxiu Liang, Jingwen Wang, Yuhui Quan, Tianyi Chen, Jiaying Liu, Haibin Ling, Yong Xu .[Recurrent Exposure Generation for Low-Light Face Detection](https://arxiv.org/pdf/2007.10963) [J]. arXiv preprint arXiv:2007.10963.

- Yuval Nirkin, Lior Wolf, Yosi Keller, Tal Hassner .[DeepFake Detection Based on the Discrepancy Between the Face and its Context](https://arxiv.org/pdf/2008.12262) [J]. arXiv preprint arXiv:2008.12262.

- Disheng Feng, Xuequan Lu, Xufeng Lin .[Deep Detection for Face Manipulation](https://arxiv.org/pdf/2009.05934) [J]. arXiv preprint arXiv:2009.05934.

- Amit Chavda, Jason Dsouza, Sumeet Badgujar, Ankit Damani .[Multi-Stage CNN Architecture for Face Mask Detection](https://arxiv.org/pdf/2009.07627) [J]. arXiv preprint arXiv:2009.07627.

- G. Jignesh Chowdary, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal .[Face Mask Detection using Transfer Learning of InceptionV3](https://arxiv.org/pdf/2009.08369) [J]. arXiv preprint arXiv:2009.08369.

- Leonardo Ramos, Bernardo Morales .[SwiftFace: Real-Time Face Detection](https://arxiv.org/pdf/2009.13743) [J]. arXiv preprint arXiv:2009.13743.

- Jia-Yi Chang, Yan-Feng Lu, Ya-Jun Liu, Bo Zhou, Hong Qiao .[Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system](https://arxiv.org/pdf/2010.04421) [J]. arXiv preprint arXiv:2010.04421.

- Yuzhen Chen, Menghan Hu, Chunjun Hua, Guangtao Zhai, Jian Zhang, Qingli Li, Simon X. Yang .[Face Mask Assistant: Detection of Face Mask Service Stage Based on Mobile Phone](https://arxiv.org/pdf/2010.06421) [J]. arXiv preprint arXiv:2010.06421.

- Sherzod Salokhiddinov, Seungkyu Lee .[Small Noisy and Perspective Face Detection using Deformable Symmetric Gabor Wavelet Network](https://arxiv.org/pdf/2010.16164) [J]. arXiv preprint arXiv:2010.16164.

- Aniruddha Srinivas Joshi, Shreyas Srinivas Joshi, Goutham Kanahasabai, Rudraksh Kapil, Savyasachi Gupta .[Deep Learning Framework to Detect Face Masks from Video Footage](https://arxiv.org/pdf/2011.02371) [J]. arXiv preprint arXiv:2011.02371.

- Yi Luo (1), Siyi Chen (2), X.-G. Ma (2) ((1) School of Energy and Environment, Southeast University, Nanjing, China (2) International Institute for Urban Systems Engineering, Southeast University, Nanjing, China) .[Drone LAMS: A Drone-based Face Detection Dataset with Large Angles and Many Scenarios](https://arxiv.org/pdf/2011.07689) [J]. arXiv preprint arXiv:2011.07689.

- Yanjia Zhu, Hongxiang Cai, Shuhan Zhang, Chenhao Wang, Yichao Xiong .[TinaFace: Strong but Simple Baseline for Face Detection](https://arxiv.org/pdf/2011.13183) [J]. arXiv preprint arXiv:2011.13183.

- Puranjay Mohan, Aditya Jyoti Paul, Abhay Chirania .[A Tiny CNN Architecture for Medical Face Mask Detection for Resource-Constrained Endpoints](https://arxiv.org/pdf/2011.14858) [J]. arXiv preprint arXiv:2011.14858.

- Sobhan Soleymani, Baaria Chaudhary, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi .[Differential Morphed Face Detection Using Deep Siamese Networks](https://arxiv.org/pdf/2012.01541) [J]. arXiv preprint arXiv:2012.01541.

- Alexandros Haliassos, Konstantinos Vougioukas, Stavros Petridis, Maja Pantic .[Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection](https://arxiv.org/pdf/2012.07657) [J]. arXiv preprint arXiv:2012.07657.

- Vitor Albiero, Xingyu Chen, Xi Yin, Guan Pang, Tal Hassner .[img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation](https://arxiv.org/pdf/2012.07791) [J]. arXiv preprint arXiv:2012.07791.



### 2021

- [DATASET]Ziyi Liu, Jie Yang, Mengchen Lin, Kenneth Kam Fai Lai, Svetlana Yanushkevich, Orly Yadid-Pecht .[WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range](https://arxiv.org/pdf/2101.03826) [J]. arXiv preprint arXiv:2101.03826.

- Wenjing Wang, Wenhan Yang, Jiaying Liu .[HLA-Face: Joint High-Low Adaptation for Low Light Face Detection](https://arxiv.org/pdf/2104.01984) [J]. arXiv preprint arXiv:2104.01984.

- Sander R. Klomp (1 and 2), Matthew van Rijn (3), Rob G.J. Wijnhoven (2), Cees G.M. Snoek (3), Peter H.N. de With (1) ((1) Eindhoven University of Technology, (2) ViNotion B.V., (3) University of Amsterdam) .[Safe Fakes: Evaluating Face Anonymizers for Face Detectors](https://arxiv.org/pdf/2104.11721) [J]. arXiv preprint arXiv:2104.11721.

- Weinan Guan, Wei Wang, Jing Dong, Bo Peng, Tieniu Tan .[Robust Face-Swap Detection Based on 3D Facial Shape Information](https://arxiv.org/pdf/2104.13665) [J]. arXiv preprint arXiv:2104.13665.

- Yuchen Ding, Zichen Li, David Yastremsky .[Real-time Face Mask Detection in Video Data](https://arxiv.org/pdf/2105.01816) [J]. arXiv preprint arXiv:2105.01816.

- Shen Chen, Taiping Yao, Yang Chen, Shouhong Ding, Jilin Li, Rongrong Ji .[Local Relation Learning for Face Forgery Detection](https://arxiv.org/pdf/2105.02577) [J]. arXiv preprint arXiv:2105.02577.

- Jia Guo, Jiankang Deng, Alexandros Lattas, Stefanos Zafeiriou .[Sample and Computation Redistribution for Efficient Face Detection](https://arxiv.org/pdf/2105.04714) [J]. arXiv preprint arXiv:2105.04714.

- Leilei Cao, Yao Xiao, Lin Xu .[EMface: Detecting Hard Faces by Exploring Receptive Field Pyraminds](https://arxiv.org/pdf/2105.10104) [J]. arXiv preprint arXiv:2105.10104.

- Delong Qi, Weijun Tan, Qi Yao, Jingfeng Liu .[YOLO5Face: Why Reinventing a Face Detector](https://arxiv.org/pdf/2105.12931) [J]. arXiv preprint arXiv:2105.12931.

- Riya Shah Rutva Shah .[Face mask detection using convolution neural network](https://arxiv.org/pdf/2106.05728) [J]. arXiv preprint arXiv:2106.05728.

- Poorya Aghdaie, Baaria Chaudhary, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi .[Detection of Morphed Face Images Using Discriminative Wavelet Sub-bands](https://arxiv.org/pdf/2106.08565) [J]. arXiv preprint arXiv:2106.08565.

- Yingying Hua, Daichi Zhang, Pengju Wang, Shiming Ge .[Interpretable Face Manipulation Detection via Feature Whitening](https://arxiv.org/pdf/2106.10834) [J]. arXiv preprint arXiv:2106.10834.

- Baaria Chaudhary, Poorya Aghdaie, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi .[Differential Morph Face Detection using Discriminative Wavelet Sub-bands](https://arxiv.org/pdf/2106.13178) [J]. arXiv preprint arXiv:2106.13178.

- Poorya Aghdaie, Baaria Chaudhary, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi .[Attention Aware Wavelet-based Detection of Morphed Face Images](https://arxiv.org/pdf/2106.15686) [J]. arXiv preprint arXiv:2106.15686.

- Pengcheng Wang, Lingqiao Ji, Zhilong Ji, Yuan Gao, Xiao Liu .[1st Place Solutions for UG2+ Challenge 2021 -- (Semi-)supervised Face detection in the low light condition](https://arxiv.org/pdf/2107.00818) [J]. arXiv preprint arXiv:2107.00818.

- Sudipta Banerjee, Arun Ross .[Conditional Identity Disentanglement for Differential Face Morph Detection](https://arxiv.org/pdf/2107.02162) [J]. arXiv preprint arXiv:2107.02162.

- Chenqi Kong, Baoliang Chen, Haoliang Li, Shiqi Wang, Anderson Rocha, Sam Kwong .[Detect and Locate: A Face Anti-Manipulation Approach with Semantic and Noise-level Supervision](https://arxiv.org/pdf/2107.05821) [J]. arXiv preprint arXiv:2107.05821.

- 【Dataset】Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen .[OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild](https://arxiv.org/pdf/2107.14480) [J]. arXiv preprint arXiv:2107.14480.

- Yinglin Zheng, Jianmin Bao, Dong Chen, Ming Zeng, Fang Wen .[Exploring Temporal Coherence for More General Video Face Forgery Detection](https://arxiv.org/pdf/2108.06693) [J]. arXiv preprint arXiv:2108.06693.

- Samuel Dooley, Tom Goldstein, John P. Dickerson .[Robustness Disparities in Commercial Face Detection](https://arxiv.org/pdf/2108.12508) [J]. arXiv preprint arXiv:2108.12508.

- Gaojian Wang, Qian Jiang, Xin Jin, Wei Li, Xiaohui Cui .[MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection](https://arxiv.org/pdf/2110.03290) [J]. arXiv preprint arXiv:2110.03290.

- Shi Luo, Xiongfei Li, Xiaoli Zhang .[BDC: Bounding-Box Deep Calibration for High Performance Face Detection](https://arxiv.org/pdf/2110.03892) [J]. arXiv preprint arXiv:2110.03892.

- Rujula Singh R, Nikhil Nayak, Sahana Srinivasan, Ruchita Biradar .[COVID-19 Monitoring System using Social Distancing and Face Mask Detection on Surveillance video datasets](https://arxiv.org/pdf/2110.03905) [J]. arXiv preprint arXiv:2110.03905.

- Arkaprabha Basu, Md Firoj Ali .[COVID-19 Face Mask Recognition with Advanced Face Cut Algorithm for Human Safety Measures](https://arxiv.org/pdf/2110.04316) [J]. arXiv preprint arXiv:2110.04316.

- Wadii Boulila, Ayyub Alzahem, Aseel Almoudi, Muhanad Afifi, Ibrahim Alturki, Maha Driss .[A Deep Learning-based Approach for Real-time Facemask Detection](https://arxiv.org/pdf/2110.08732) [J]. arXiv preprint arXiv:2110.08732.

- Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigun, Fernando Alonso-Fernandez .[On the Effect of Selfie Beautification Filters on Face Detection and Recognition](https://arxiv.org/pdf/2110.08934) [J]. arXiv preprint arXiv:2110.08934.

- Yepeng Liu, Zaiwang Gu, Shenghua Gao, Dong Wang, Yusheng Zeng, Jun Cheng .[MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation](https://arxiv.org/pdf/2110.10953) [J]. arXiv preprint arXiv:2110.10953.

- Necdet Gurkan, Jordan W. Suchow .[Evaluation of Human and Machine Face Detection using a Novel Distinctive Human Appearance Dataset](https://arxiv.org/pdf/2111.00660) [J]. arXiv preprint arXiv:2111.00660.

- Hoang Nguyen Viet, Linh Nguyen Viet, Tuan Nguyen Dinh, Duc Tran Minh, Long Tran Quoc .[Simultaneous face detection and 360 degree headpose estimation](https://arxiv.org/pdf/2111.11604) [J]. arXiv preprint arXiv:2111.11604.

- Yuantao Feng, Shiqi Yu, Hanyang Peng, Yan-Ran Li, Jianguo Zhang .[Detect Faces Efficiently: A Survey and Evaluations](https://arxiv.org/pdf/2112.01787) [J]. arXiv preprint arXiv:2112.01787.

- Junaed Younus Khan, Md Abdullah Al Alamin .[A Comparative Analysis of Machine Learning Approaches for Automated Face Mask Detection During COVID-19](https://arxiv.org/pdf/2112.07913) [J]. arXiv preprint arXiv:2112.07913.

- Abdullah Ahmad Khan (1), Mohd. Belal (2), GhufranUllah (3) ((1,2 and 3) Aligarh Muslim University) .[Rapid Face Mask Detection and Person Identification Model based on Deep Neural Networks](https://arxiv.org/pdf/2112.09951) [J]. arXiv preprint arXiv:2112.09951.

- Benjaphan Sommana, Ukrit Watchareeruetai, Ankush Ganguly, Samuel W.F. Earp, Taya Kitiyakara, Suparee Boonmanunt, Ratchainant Thammasudjarit .[Development of a face mask detection pipeline for mask-wearing monitoring in the era of the COVID-19 pandemic: A modular approach](https://arxiv.org/pdf/2112.15031) [J]. arXiv preprint arXiv:2112.15031.



### 2022

- Sameer Aqib Hashmi .[Face Detection in Extreme Conditions: A Machine-learning Approach](https://arxiv.org/pdf/2201.06220) [J]. arXiv preprint arXiv:2201.06220.

- Alexandros Haliassos, Rodrigo Mira, Stavros Petridis, Maja Pantic .[Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection](https://arxiv.org/pdf/2201.07131) [J]. arXiv preprint arXiv:2201.07131.

- Shashank Shekhar, Avinash Patel, Mrinal Haloi, Asif Salim .[An Ensemble Model for Face Liveness Detection](https://arxiv.org/pdf/2201.08901) [J]. arXiv preprint arXiv:2201.08901.

- Jian Li, Bin Zhang, Yabiao Wang, Ying Tai, ZhenYu Zhang, Chengjie Wang, Jilin Li, Xiaoming Huang, Yili Xia .[ASFD: Automatic and Scalable Face Detector](https://arxiv.org/pdf/2201.10781) [J]. arXiv preprint arXiv:2201.10781.

- Christian Rathgeb, Robert Nichols, Mathias Ibsen, Pawel Drozdowski, Christoph Busch .[Crowd-powered Face Manipulation Detection: Fusing Human Examiner Decisions](https://arxiv.org/pdf/2201.13084) [J]. arXiv preprint arXiv:2201.13084.

- Xin Wang, Hui Guo, Shu Hu, Ming-Ching Chang, Siwei Lyu .[GAN-generated Faces Detection: A Survey and New Perspectives](https://arxiv.org/pdf/2202.07145) [J]. arXiv preprint arXiv:2202.07145.

- Yancheng Pan, Fan Xie, Huijing Zhao .[Understanding the Challenges When 3D Semantic Segmentation Faces Class Imbalanced and OOD Data](https://arxiv.org/pdf/2203.00214) [J]. arXiv preprint arXiv:2203.00214.

- Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang .[Privacy-preserving Online AutoML for Domain-Specific Face Detection](https://arxiv.org/pdf/2203.08399) [J]. arXiv preprint arXiv:2203.08399.

- Neng Wang, Yang Bai, Kun Yu, Yong Jiang, Shu-tao Xia, Yan Wang .[Adaptive Frequency Learning in Two-branch Face Forgery Detection](https://arxiv.org/pdf/2203.14315) [J]. arXiv preprint arXiv:2203.14315.

- Jiri Mekyska, Virginia Espinosa-Duró, Marcos Faundez-Zanuy .[Face segmentation: A comparison between visible and thermal images](https://arxiv.org/pdf/2203.15366) [J]. arXiv preprint arXiv:2203.15366.

- Sheng Xu .[An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask Detection](https://arxiv.org/pdf/2203.16506) [J]. arXiv preprint arXiv:2203.16506.

- Jacqueline Hausmann, Md Sirajus Salekin, Ghada Zamzmi, Dmitry Goldgof, Yu Sun .[Robust Neonatal Face Detection in Real-world Clinical Settings](https://arxiv.org/pdf/2204.00655) [J]. arXiv preprint arXiv:2204.00655.

- Joonhyun Jeong, Beomyoung Kim, Joonsang Yu, Youngjoon Yoo .[Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection](https://arxiv.org/pdf/2204.01209) [J]. arXiv preprint arXiv:2204.01209.

- Kostiantyn Khabarlak .[Face Detection on Mobile: Five Implementations and Analysis](https://arxiv.org/pdf/2205.05572) [J]. arXiv preprint arXiv:2205.05572.

- Yunsheng Ni, Depu Meng, Changqian Yu, Chengbin Quan, Dongchun Ren, Youjian Zhao .[CORE: Consistent Representation Learning for Face Forgery Detection](https://arxiv.org/pdf/2206.02749) [J]. arXiv preprint arXiv:2206.02749.

- Md. Towfiqul Islam, Tanzim Ahmed, A.B.M. Raihanur Rashid, Taminul Islam, Md. Sadekur Rahman, Md. Tarek Habib .[Convolutional Neural Network Based Partial Face Detection](https://arxiv.org/pdf/2206.14350) [J]. arXiv preprint arXiv:2206.14350.

- Marija Ivanovska, Andrej Kronovšek, Peter Peer, Vitomir Štruc, Borut Batagelj .[Face Morphing Attack Detection Using Privacy-Aware Training Data](https://arxiv.org/pdf/2207.00899) [J]. arXiv preprint arXiv:2207.00899.

- Jiahao Liang, Weihong Deng .[Identifying Rhythmic Patterns for Face Forgery Detection and Categorization](https://arxiv.org/pdf/2207.01199) [J]. arXiv preprint arXiv:2207.01199.

- Snehal Singh Tomar, A.N. Rajagopalan .[Latents2Segments: Disentangling the Latent Space of Generative Models for Semantic Segmentation of Face Images](https://arxiv.org/pdf/2207.01871) [J]. arXiv preprint arXiv:2207.01871.

- Wanyi Zhuang, Qi Chu, Haojie Yuan, Changtao Miao, Bin Liu, Nenghai Yu .[Towards Intrinsic Common Discriminative Features Learning for Face Forgery Detection using Adversarial Learning](https://arxiv.org/pdf/2207.03776) [J]. arXiv preprint arXiv:2207.03776.

- Jiahao Liang, Huafeng Shi, Weihong Deng .[Exploring Disentangled Content Information for Face Forgery Detection](https://arxiv.org/pdf/2207.09202) [J]. arXiv preprint arXiv:2207.09202.

- Bestami Günay, Sefa Burak Okcu, Hasan Şakir Bilge .[LPYOLO: Low Precision YOLO for Face Detection on FPGA](https://arxiv.org/pdf/2207.10482) [J]. arXiv preprint arXiv:2207.10482.

- Luis Sanchez Tapia .[The Importance of the Instantaneous Phase in Detecting Faces with Convolutional Neural Networks](https://arxiv.org/pdf/2208.01638) [J]. arXiv preprint arXiv:2208.01638.

- Ziping Yu, Hongbo Huang, Weijun Chen, Yongxin Su, Yahui Liu, Xiuying Wang .[YOLO-FaceV2: A Scale and Occlusion Aware Face Detector](https://arxiv.org/pdf/2208.02019) [J]. arXiv preprint arXiv:2208.02019.

- Iurii Medvedev, Farhad Shadmand, Nuno Gonçalves .[MorDeephy: Face Morphing Detection Via Fused Classification](https://arxiv.org/pdf/2208.03110) [J]. arXiv preprint arXiv:2208.03110.

- Meiling Fang, Fadi Boutros, Naser Damer .[Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection](https://arxiv.org/pdf/2208.05787) [J]. arXiv preprint arXiv:2208.05787.

- Simon Narduzzi, Engin Türetken, Jean-Philippe Thiran, L. Andrea Dunbar .[Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform](https://arxiv.org/pdf/2208.11011) [J]. arXiv preprint arXiv:2208.11011.

- Aline Sindel, Andreas Maier, Vincent Christlein .[ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints](https://arxiv.org/pdf/2210.09204) [J]. arXiv preprint arXiv:2210.09204.

- M. R. Ahan, Robin Lehmann, Richard Blythman .[Addressing Bias in Face Detectors using Decentralised Data collection with incentives](https://arxiv.org/pdf/2210.16024) [J]. arXiv preprint arXiv:2210.16024.

- Ling Sun, Guiqiong Liu, Xunping Jiang, Junrui Liu, Xu Wang, Han Yang, Shiping Yang .[LAD-RCNN:A Powerful Tool for Livestock Face Detection and Normalization](https://arxiv.org/pdf/2210.17146) [J]. arXiv preprint arXiv:2210.17146.

- Juni Kim, Zhikang Dong, Eric Guan, Judah Rosenthal, Shi Fu, Miriam Rafailovich, Pawel Polak .[Detection of (Hidden) Emotions from Videos using Muscles Movements and Face Manifold Embedding](https://arxiv.org/pdf/2211.00233) [J]. arXiv preprint arXiv:2211.00233.

- Alperen Kantarcı, Ferda Ofli, Muhammad Imran, Hazım Kemal Ekenel .[Bias-Aware Face Mask Detection Dataset](https://arxiv.org/pdf/2211.01207) [J]. arXiv preprint arXiv:2211.01207.

- Barış Batuhan Topal, Deniz Yuret, Tevfik Metin Sezgin .[Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings](https://arxiv.org/pdf/2211.10641) [J]. arXiv preprint arXiv:2211.10641.

- Samuel Dooley, George Z. Wei, Tom Goldstein, John P. Dickerson .[Robustness Disparities in Face Detection](https://arxiv.org/pdf/2211.15937) [J]. arXiv preprint arXiv:2211.15937.

- Haoyue Wang, Meiling Li, Sheng Li, Zhenxing Qian, Xinpeng Zhang .[Exploring Depth Information for Face Manipulation Detection](https://arxiv.org/pdf/2212.14230) [J]. arXiv preprint arXiv:2212.14230.



### 2023



---

## Face Alignment

### 2012

- Thai Hoang Le, Truong Nhat Vo .[Face Alignment Using Active Shape Model And Support Vector Machine](https://arxiv.org/pdf/1209.06151) .[J] arXiv preprint arXiv:1209.06151.



### 2013 

- Qianli Liao, Joel Z Leibo, Youssef Mroueh, Tomaso Poggio .[Can a biologically-plausible hierarchy effectively replace face  detection, alignment, and recognition pipelines?](https://arxiv.org/pdf/1311.04082) .[J] arXiv preprint arXiv:1311.04082.



### 2014

- Liansheng Zhuang, Tsung-Han Chan, Allen Y. Yang, S. Shankar Sastry, Yi Ma .[Sparse Illumination Learning and Transfer for Single-Sample Face  Recognition with Image Corruption and Misalignment](https://arxiv.org/pdf/1402.01879) .[J] arXiv preprint arXiv:1402.01879.

- Zhanpeng Zhang, Ping Luo, Chen Change Loy, Xiaoou Tang .[Learning Deep Representation for Face Alignment with Auxiliary  Attributes](https://arxiv.org/pdf/1408.03967) .[J] arXiv preprint arXiv:1408.03967.

- Shizhan Zhu, Cheng Li, Chen Change Loy, Xiaoou Tang .[Transferring Landmark Annotations for Cross-Dataset Face Alignment](https://arxiv.org/pdf/1409.00602) .[J] arXiv preprint arXiv:1409.00602.

- Baoguang Shi, Xiang Bai, Wenyu Liu, Jingdong Wang .[Deep Regression for Face Alignment](https://arxiv.org/pdf/1409.05230) .[J] arXiv preprint arXiv:1409.05230.



### 2015

- Yuting Zhang, Kui Jia, Yueming Wang, Gang Pan, Tsung-Han Chan, Yi Ma .[Robust Face Recognition by Constrained Part-based Alignment](https://arxiv.org/pdf/1501.04717) .[J] arXiv preprint arXiv:1501.04717.

- Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic .[Face frontalization for Alignment and Recognition](https://arxiv.org/pdf/1502.00852) .[J] arXiv preprint arXiv:1502.00852.

- 【PIFA】Amin Jourabloo, Xiaoming Liu .[Pose-Invariant 3D Face Alignment](https://arxiv.org/pdf/1506.03799) .[J] arXiv preprint arXiv:1506.03799.
[code:[project-pifa](http://cvlab.cse.msu.edu/project-pifa.html)]

- Heng Yang, Wenxuan Mou, Yichi Zhang, Ioannis Patras, Hatice Gunes, Peter Robinson .[Face Alignment Assisted by Head Pose Estimation](https://arxiv.org/pdf/1507.03148) .[J] arXiv preprint arXiv:1507.03148.

- Yandong Wen, Weiyang Liu, Meng Yang, Zhifeng Li .[Efficient Face Alignment via Locality-constrained Representation for  Robust Recognition](https://arxiv.org/pdf/1507.07073) .[J] arXiv preprint arXiv:1507.07073.

- Oncel Tuzel, Tim K. Marks, Salil Tambe .[Robust Face Alignment Using a Mixture of Invariant Experts](https://arxiv.org/pdf/1511.04404) .[J] arXiv preprint arXiv:1511.04404.

- Zhiao Huang, Erjin Zhou, Zhimin Cao .[Coarse-to-fine Face Alignment with Multi-Scale Local Patch Regression](https://arxiv.org/pdf/1511.04901) .[J] arXiv preprint arXiv:1511.04901.

- Heng Yang, Xuhui Jia, Chen Change Loy, Peter Robinson .[An Empirical Study of Recent Face Alignment Methods](https://arxiv.org/pdf/1511.05049) .[J] arXiv preprint arXiv:1511.05049.

- Shizhan Zhu, Cheng Li, Chen Change Loy, Xiaoou Tang .[Towards Arbitrary-View Face Alignment by Recommendation Trees](https://arxiv.org/pdf/1511.06627) .[J] arXiv preprint arXiv:1511.06627.

- Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, Stan Z. Li .[Face Alignment Across Large Poses: A 3D Solution](https://arxiv.org/pdf/1511.07212) .[J] arXiv preprint arXiv:1511.07212.



### 2016

- Zhu X, Lei Z, Liu X, et al. [Face alignment across large poses: A 3d solution](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Zhu_Face_Alignment_Across_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2016: 146-155.

- Zhu S, Li C, Loy C C, et al. [Unconstrained face alignment via cascaded compositional learning](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Zhu_Unconstrained_Face_Alignment_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 3409-3417.

- Zhang J, Kan M, Shan S, et al. [Occlusion-free face alignment: deep regression networks coupled with de-corrupt autoencoders](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Zhang_Occlusion-Free_Face_Alignment_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 3428-3437.

- Trigeorgis G, Snape P, Nicolaou M A, et al. [Mnemonic descent method: A recurrent process applied for end-to-end face alignment](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Trigeorgis_Mnemonic_Descent_Method_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4177-4187.

- Jourabloo A, Liu X. [Large-pose face alignment via CNN-based dense 3D model fitting](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Jourabloo_Large-Pose_Face_Alignment_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2016: 4188-4196.

- 【MDM】Trigeorgis G, Snape P, Nicolaou M A, et al. [Mnemonic descent method: A recurrent process applied for end-to-end face alignment](https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Trigeorgis_Mnemonic_Descent_Method_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4177-4187.
[code: [trigeorgis/mdm](https://github.com/trigeorgis/mdm)]

- Amit Kumar, Rajeev Ranjan, Vishal Patel, Rama Chellappa .[Face Alignment by Local Deep Descriptor Regression](https://arxiv.org/pdf/1601.07950) .[J] arXiv preprint arXiv:1601.07950.

- Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, Yu Qiao .[Joint Face Detection and Alignment using Multi-task Cascaded  Convolutional Networks](https://arxiv.org/pdf/1604.02878) .[J] arXiv preprint arXiv:1604.02878.

- Zhiwen Shao, Shouhong Ding, Yiru Zhao, Qinchuan Zhang, Lizhuang Ma .[Learning deep representation from coarse to fine for face alignment](https://arxiv.org/pdf/1608.00207) .[J] arXiv preprint arXiv:1608.00207.

- Xin Jin, Xiaoyang Tan .[Face Alignment In-the-Wild: A Survey](https://arxiv.org/pdf/1608.04188) .[J] arXiv preprint arXiv:1608.04188.

- Xi Peng, Rogerio S. Feris, Xiaoyu Wang, Dimitris N. Metaxas .[A Recurrent Encoder-Decoder Network for Sequential Face Alignment](https://arxiv.org/pdf/1608.05477) .[J] arXiv preprint arXiv:1608.05477.

- Shuzhe Wu, Meina Kan, Zhenliang He, Shiguang Shan, Xilin Chen .[Funnel-Structured Cascade for Multi-View Face Detection with  Alignment-Awareness](https://arxiv.org/pdf/1609.07304) .[J] arXiv preprint arXiv:1609.07304.

- Adrian Bulat, Georgios Tzimiropoulos .[Two-stage Convolutional Part Heatmap Regression for the 1st 3D Face  Alignment in the Wild (3DFAW) Challenge](https://arxiv.org/pdf/1609.09545) .[J] arXiv preprint arXiv:1609.09545.

- Brandon M. Smith, Charles R. Dyer .[Efficient Branching Cascaded Regression for Face Alignment under  Significant Head Rotation](https://arxiv.org/pdf/1611.01584) .[J] arXiv preprint arXiv:1611.01584.

- Hailiang Li, Kin-Man Lam, Edmond M. Y. Chiu, Kangheng Wu, Zhibin Lei .[Cascaded Face Alignment via Intimacy Definition Feature](https://arxiv.org/pdf/1611.06642) .[J] arXiv preprint arXiv:1611.06642.



### 2017

- 【JFA】Xu X, Kakadiaris I A. [Joint head pose estimation and face alignment framework using global and local CNN features](http://cbl.uh.edu/pub_files/07961802.pdf)[C]//Automatic Face & Gesture Recognition (FG 2017), 2017 12th IEEE International Conference on. IEEE, 2017: 642-649.

- 【Recurrent 3D-2D Dual Learning】Xiao S, Feng J, Liu L, et al. [Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection](http://openaccess.thecvf.com/content_ICCV_2017/papers/Xiao_Recurrent_3D-2D_Dual_ICCV_2017_paper.pdf)[C]//ICCV. 2017: 1642-1651.

- Yuanyi Zhong, Jiansheng Chen, Bo Huang .[Towards End-to-End Face Recognition through Alignment Learning](https://arxiv.org/pdf/1701.07174) .[J] arXiv preprint arXiv:1701.07174.

- Nenad Markuš, Ivan Gogić, Igor S. Pandžić, Jörgen Ahlberg .[Memory-Efficient Global Refinement of Decision-Tree Ensembles and its  Application to Face Alignment](https://arxiv.org/pdf/1702.08481) .[J] arXiv preprint arXiv:1702.08481.

- Adrian Bulat, Georgios Tzimiropoulos .[Binarized Convolutional Landmark Localizers for Human Pose Estimation  and Face Alignment with Limited Resources](https://arxiv.org/pdf/1703.00862) .[J] arXiv preprint arXiv:1703.00862.

- Arnaud Dapogny, Kvin Bailly, Sverine Dubuisson .[Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests](https://arxiv.org/pdf/1703.01597) .[J] arXiv preprint arXiv:1703.01597.

- Adrian Bulat, Georgios Tzimiropoulos .[How far are we from solving the 2D & 3D Face Alignment problem? (and a  dataset of 230,000 3D facial landmarks)](https://arxiv.org/pdf/1703.07332) .[J] arXiv preprint arXiv:1703.07332.

- 【GoDP】Wu Y, Shah S K, Kakadiaris I A. [GoDP: Globally Optimized Dual Pathway deep network architecture for facial landmark localization in-the-wild](https://arxiv.org/pdf/1704.02402)[J]. Image and Vision Computing, 2018, 73: 1-16.

- Marek Kowalski, Jacek Naruniec, Tomasz Trzcinski .[Deep Alignment Network: A convolutional neural network for robust face  alignment](https://arxiv.org/pdf/1706.01789) .[J] arXiv preprint arXiv:1706.01789.

- Marek Kowalski, Jacek Naruniec .[Face Alignment Using K-Cluster Regression Forests With Weighted  Splitting](https://arxiv.org/pdf/1706.01820) .[J] arXiv preprint arXiv:1706.01820.

- Vishnu Naresh Boddeti, Myung-Cheol Roh, Jongju Shin, Takaharu Oguri, Takeo Kanade .[Face Alignment Robust to Pose, Expressions and Occlusions](https://arxiv.org/pdf/1707.05938) .[J] arXiv preprint arXiv:1707.05938.

- Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren .[Pose-Invariant Face Alignment with a Single CNN](https://arxiv.org/pdf/1707.06286) .[J] arXiv preprint arXiv:1707.06286.

- Weilin Cong, Sanyuan Zhao, Hui Tian, Jianbing Shen .[Improved Face Detection and Alignment using Cascade Deep Convolutional  Network](https://arxiv.org/pdf/1707.09364) .[J] arXiv preprint arXiv:1707.09364.

- Boyi Jiang, Juyong Zhang, Bailin Deng, Yudong Guo, Ligang Liu .[Deep Face Feature for Face Alignment](https://arxiv.org/pdf/1708.02721) .[J] arXiv preprint arXiv:1708.02721.

- Feng Liu, Qijun Zhao, Xiaoming Liu, Dan Zeng .[Joint Face Alignment and 3D Face Reconstruction with Application to Face  Recognition](https://arxiv.org/pdf/1708.02734) .[J] arXiv preprint arXiv:1708.02734.

- Jiankang Deng, George Trigeorgis, Yuxiang Zhou, Stefanos Zafeiriou .[Joint Multi-view Face Alignment in the Wild](https://arxiv.org/pdf/1708.06023) .[J] arXiv preprint arXiv:1708.06023.

- Fengju Chang, Anh Tuan Tran, Tal Hassner, Iacopo Masi, Ram Nevatia, Gerard Medioni .[FacePoseNet: Making a Case for Landmark-Free Face Alignment](https://arxiv.org/pdf/1708.07517) .[J] arXiv preprint arXiv:1708.07517.

- Yaojie Liu, Amin Jourabloo, William Ren, Xiaoming Liu .[Dense Face Alignment](https://arxiv.org/pdf/1709.01442) .[J] arXiv preprint arXiv:1709.01442.

- Chong Wang, Xipeng Lan, Yangang Zhang .[Model Distillation with Knowledge Transfer from Face Classification to  Alignment and Verification](https://arxiv.org/pdf/1709.02929) .[J] arXiv preprint arXiv:1709.02929.

- Xin Fan, Risheng Liu, Kang Huyan, Yuyao Feng, Zhongxuan Luo .[Self-Reinforced Cascaded Regression for Face Alignment](https://arxiv.org/pdf/1711.08624) .[J] arXiv preprint arXiv:1711.08624.



### 2018

- Xi Peng, Rogerio S. Feris, Xiaoyu Wang, Dimitris N. Metaxas .[RED-Net: A Recurrent Encoder-Decoder Network for Video-based Face  Alignment](https://arxiv.org/pdf/1801.06066) .[J] arXiv preprint arXiv:1801.06066.

- Amit Kumar, Rama Chellappa .[Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face  Alignment](https://arxiv.org/pdf/1802.06713) .[J] arXiv preprint arXiv:1802.06713.

- Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma .[Deep Adaptive Attention for Joint Facial Action Unit Detection and Face  Alignment](https://arxiv.org/pdf/1803.05588) .[J] arXiv preprint arXiv:1803.05588.

- Yuhang Wu, Le Anh Vu Ha, Xiang Xu, Ioannis A. Kakadiaris .[Convolutional Point-set Representation: A Convolutional Bridge Between a  Densely Annotated Image and 3D Face Alignment](https://arxiv.org/pdf/1803.06542) .[J] arXiv preprint arXiv:1803.06542.

- Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, Xi Zhou .[Joint 3D Face Reconstruction and Dense Alignment with Position Map  Regression Network](https://arxiv.org/pdf/1803.07835) .[J] arXiv preprint arXiv:1803.07835.

- Xiangyu Zhu, Xiaoming Liu, Zhen Lei, Stan Z. Li .[Face Alignment in Full Pose Range: A 3D Total Solution](https://arxiv.org/pdf/1804.01005) .[J] arXiv preprint arXiv:1804.01005.

- Wayne Wu, Chen Qian, Shuo Yang, Quan Wang, Yici Cai, Qiang Zhou .[Look at Boundary: A Boundary-Aware Face Alignment Algorithm](https://arxiv.org/pdf/1805.10483) .[J] arXiv preprint arXiv:1805.10483.

- Zhiwen Shao, Hengliang Zhu, Xin Tan, Yangyang Hao, Lizhuang Ma .[Deep Multi-Center Learning for Face Alignment](https://arxiv.org/pdf/1808.01558) .[J] arXiv preprint arXiv:1808.01558.

- Ying Tai, Yicong Liang, Xiaoming Liu, Lei Duan, Jilin Li, Chengjie Wang, Feiyue Huang, Yu Chen .[Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos](https://arxiv.org/pdf/1811.00342) .[J] arXiv preprint arXiv:1811.00342.

- Jia Guo, Jiankang Deng, Niannan Xue, Stefanos Zafeiriou .[Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment](https://arxiv.org/pdf/1812.01936) .[J] arXiv preprint arXiv:1812.01936.



### 2019

- Roberto Valle (1), José M. Buenaposada (2), Antonio Valdés (3), Luis Baumela (1) ((1) Universidad Polit\'ecnica de Madrid, (2) Universidad Rey Juan Carlos, (3) Universidad Complutense de Madrid)     .[Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees](https://arxiv.org/pdf/1902.01831) .[J] arXiv preprint arXiv:1902.01831.

- Arnaud Dapogny, Kévin Bailly, Matthieu Cord .[DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild](https://arxiv.org/pdf/1904.02549) .[J] arXiv preprint arXiv:1904.02549.

- Huawei Wei, Shuang Liang, Yichen Wei .[3D Dense Face Alignment via Graph Convolution Networks](https://arxiv.org/pdf/1904.05562) .[J] arXiv preprint arXiv:1904.05562.

- Xinyao Wang, Liefeng Bo, Li Fuxin .[Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression](https://arxiv.org/pdf/1904.07399) .[J] arXiv preprint arXiv:1904.07399.

- Yuxiang Wu, Zehua Cheng, Bin Huang, Yiming Chen, Xinghui Zhu, Weiyang Wang .[FoxNet: A Multi-face Alignment Method](https://arxiv.org/pdf/1904.09758) .[J] arXiv preprint arXiv:1904.09758.

- Lin Feng, Caifeng Liu, Shenglan Liu, Huibing Wang .[A fast online cascaded regression algorithm for face alignment](https://arxiv.org/pdf/1905.04010) .[J] arXiv preprint arXiv:1905.04010.

- Romain Belmonte, Benjamin Allaert, Pierre Tirilly, Ioan Marius Bilasco, Chaabane Djeraba, Nicu Sebe .[What is the relationship between face alignment and facial expression recognition?](https://arxiv.org/pdf/1905.10784) .[J] arXiv preprint arXiv:1905.10784.

- Estephe Arnaud, Arnaud Dapogny, Kevin Bailly .[Tree-gated Deep Regressor Ensemble For Face Alignment In The Wild](https://arxiv.org/pdf/1907.03248) .[J] arXiv preprint arXiv:1907.03248.

- Yang Zhao, Yifan Liu, Chunhua Shen, Yongsheng Gao, Shengwu Xiong .[MobileFAN: Transferring Deep Hidden Representation for Face Alignment](https://arxiv.org/pdf/1908.03839) .[J] arXiv preprint arXiv:1908.03839.

- Lei Jiang Xiao-Jun Wu Josef Kittler .[Dual Attention MobDenseNet(DAMDNet) for Robust 3D Face Alignment](https://arxiv.org/pdf/1908.11821) .[J] arXiv preprint arXiv:1908.11821.

- Jiabo Huang, Xiaohua Xie, Wei-Shi Zheng .[Batch Face Alignment using a Low-rank GAN](https://arxiv.org/pdf/1910.09244) .[J] arXiv preprint arXiv:1910.09244.

- Estephe Arnaud, Arnaud Dapogny, Kevin Bailly .[Tree-gated Deep Mixture-of-Experts For Pose-robust Face Alignment](https://arxiv.org/pdf/1910.09450) .[J] arXiv preprint arXiv:1910.09450.

- Bin Sun, Ming Shao, Siyu Xia, Yun Fu .[Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network](https://arxiv.org/pdf/1910.11818) .[J] arXiv preprint arXiv:1910.11818.

- Yuanyuan Xu, Wan Yan, Haixin Sun, Genke Yang, Jiliang Luo.[CenterFace: Joint Face Detection and Alignment Using Face as Point](https://arxiv.org/pdf/1911.03599) [J]. arXiv preprint arXiv:1911.03599.

- Bjoern Browatzki, Christian Wallraven .[3FabRec: Fast Few-shot Face alignment by Reconstruction](https://arxiv.org/pdf/1911.10448) [J]. arXiv preprint arXiv:1911.10448.

- Congcong Zhu, Hao Liu, Zhenhua Yu, Xuehong Sun .[Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos](https://arxiv.org/pdf/1912.07243) [J]. arXiv preprint arXiv:1912.07243.



### 2020

- Huabin Wang, Rui Cheng, Jian Zhou, Liang Tao, Hon Keung Kwan .[Multistage Model for Robust Face Alignment Using Deep Neural Networks](https://arxiv.org/pdf/2002.01075) .[J] arXiv preprint arXiv:2002.01075

- Abhinav Kumar, Tim K. Marks, Wenxuan Mou, Ye Wang, Michael Jones, Anoop Cherian, Toshiaki Koike-Akino, Xiaoming Liu, Chen Feng .[LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood](https://arxiv.org/pdf/2004.02980) [J]. arXiv preprint arXiv:2004.02980.

- Mostafa Sadeghi, Sylvain Guy, Adrien Raison, Xavier Alameda-Pineda, Radu Horaud .[Unsupervised Performance Analysis of 3D Face Alignment](https://arxiv.org/pdf/2004.06550) [J]. arXiv preprint arXiv:2004.06550.

- Arnaud Dapogny, Kévin Bailly, Matthieu Cord .[Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion](https://arxiv.org/pdf/2004.06558) [J]. arXiv preprint arXiv:2004.06558.

- Paul Bakker, Henk-Jan Boele, Zaid Al-Ars, Christos Strydis .[Real-Time Face and Landmark Localization for Eyeblink Detection](https://arxiv.org/pdf/2006.00816) [J]. arXiv preprint arXiv:2006.00816.

- Ivan Grishchenko, Artsiom Ablavatski, Yury Kartynnik, Karthik Raveendran, Matthias Grundmann .[Attention Mesh: High-fidelity Face Mesh Prediction in Real-time](https://arxiv.org/pdf/2006.10962) [J]. arXiv preprint arXiv:2006.10962.

- Beier Zhu, Chunze Lin, Quan Wang, Renjie Liao, Chen Qian .[Fast and Accurate: Structure Coherence Component for Face Alignment](https://arxiv.org/pdf/2006.11697) [J]. arXiv preprint arXiv:2006.11697.

- Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, Stan Z. Li .[Towards Fast, Accurate and Stable 3D Dense Face Alignment](https://arxiv.org/pdf/2009.09960) [J]. arXiv preprint arXiv:2009.09960.

- Maayan Shuvi, Noa Fish, Kfir Aberman, Ariel Shamir, Daniel Cohen-Or .[Neural Alignment for Face De-pixelization](https://arxiv.org/pdf/2009.13856) [J]. arXiv preprint arXiv:2009.13856.

- Branislav Micusik, Georgios Evangelidis .[Ego-Motion Alignment from Face Detections for Collaborative Augmented Reality](https://arxiv.org/pdf/2010.02153) [J]. arXiv preprint arXiv:2010.02153.

- Jun Wan, Zhihui Lai, Jun Liu, Jie Zhou, Can Gao .[Robust Face Alignment by Multi-order High-precision Hourglass Network](https://arxiv.org/pdf/2010.08722) [J]. arXiv preprint arXiv:2010.08722.

- Xu Sun, Zhenfeng Fan, Zihao Zhang, Yingjie Guo, Shihong Xia .[A Backbone Replaceable Fine-tuning Framework for Stable Face Alignment](https://arxiv.org/pdf/2010.09501) [J]. arXiv preprint arXiv:2010.09501.

- Jihua Huang, Amir Tamrakar .[ACE-Net: Fine-Level Face Alignment through Anchors and Contours Estimation](https://arxiv.org/pdf/2012.01461) [J]. arXiv preprint arXiv:2012.01461.



### 2021

- Xiaqing Xu, Qiang Meng, Yunxiao Qin, Jianzhu Guo, Chenxu Zhao, Feng Zhou, Zhen Lei .[Searching for Alignment in Face Recognition](https://arxiv.org/pdf/2102.05447) [J]. arXiv preprint arXiv:2102.05447.

- Xing Lan, Qinghao Hu, Jian Cheng .[HIH: Towards More Accurate Face Alignment via Heatmap in Heatmap](https://arxiv.org/pdf/2104.03100) [J]. arXiv preprint arXiv:2104.03100.

- Zeyu Ruan, Changqing Zou, Longhai Wu, Gangshan Wu, Limin Wang .[SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction](https://arxiv.org/pdf/2106.03021) [J]. arXiv preprint arXiv:2106.03021.

- Rui Zhang, Yang Han, Zilong Huang, Pei Cheng, Guozhong Luo, Gang Yu, Bin Fu .[Shuffle Transformer with Feature Alignment for Video Face Parsing](https://arxiv.org/pdf/2106.08650) [J]. arXiv preprint arXiv:2106.08650.

- Gil Shapira, Noga Levy, Ishay Goldin, Roy J. Jevnisek .[Knowing When to Quit: Selective Cascaded Regression with Patch Attention for Real-Time Face Alignment](https://arxiv.org/pdf/2108.00377) [J]. arXiv preprint arXiv:2108.00377.

- Huilin Yang, Junyan Lyu, Pujin Cheng, Xiaoying Tang .[LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment](https://arxiv.org/pdf/2108.00690) [J]. arXiv preprint arXiv:2108.00690.

- M. Wan, S. Zhu, P. Gulati, L. Luan, X. Huang, R. Schwartz-Mette, M. Hayes, E. Zimmerman, S. Ostadabbas .[InfAnFace: Bridging the infant-adult domain gap in facial landmark estimation in the wild](https://arxiv.org/pdf/2110.08935) [J]. arXiv preprint arXiv:2110.08935.- M. Wan, S. Zhu, P. Gulati, L. Luan, X. Huang, R. Schwartz-Mette, M. Hayes, E. Zimmerman, S. Ostadabbas .[InfAnFace: Bridging the infant-adult domain gap in facial landmark estimation in the wild](https://arxiv.org/pdf/2110.08935) [J]. arXiv preprint arXiv:2110.08935.



### 2022

- Yanda Meng, Xu Chen, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Yihong Qiao, Xiaowei Huang, Yalin Zheng .[3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs](https://arxiv.org/pdf/2203.04643) [J]. arXiv preprint arXiv:2203.04643.

- Jiahao Xia, Weiwei qu, Wenjian Huang, Jianguo Zhang, Xi Wang, Min Xu .[Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning](https://arxiv.org/pdf/2203.06541) [J]. arXiv preprint arXiv:2203.06541.

- Ali Pourramezan Fard, Mohammah H. Mahoor .[ACR Loss: Adaptive Coordinate-based Regression Loss for Face Alignment](https://arxiv.org/pdf/2203.15835) [J]. arXiv preprint arXiv:2203.15835.

- Siddartha Dalal, Sierra Vo, Michael Lesk, Wesley Yuan .[Finding Emotions in Faces: A Meta-Classifier](https://arxiv.org/pdf/2208.09678) [J]. arXiv preprint arXiv:2208.09678.

- Hyung-Il Kim, Kimin Yun, Yong Man Ro .[Face Shape-Guided Deep Feature Alignment for Face Recognition Robust to Face Misalignment](https://arxiv.org/pdf/2209.07220) [J]. arXiv preprint arXiv:2209.07220.

- Manuel Lage Cañellas, Constantino Álvarez Casado, Le Nguyen, Miguel Bordallo López .[Improving Depression estimation from facial videos with face alignment, training optimization and scheduling](https://arxiv.org/pdf/2212.06400) [J]. arXiv preprint arXiv:2212.06400.

- Yangyu Huang, Xi Chen, Jongyoo Kim, Hao Yang, Chong Li, Jiaolong Yang, Dong Chen .[FreeEnricher: Enriching Face Landmarks without Additional Cost](https://arxiv.org/pdf/2212.09525) [J]. arXiv preprint arXiv:2212.09525.



### 2023



---

## Face recognition && Face Representations



### 2008

- 【Dataset】【LFW】Huang G B, Mattar M, Berg T, et al. [Labeled faces in the wild: A database forstudying face recognition in unconstrained environments](http://vis-www.cs.umass.edu/lfw/lfw.pdf)[C]//Workshop on faces in'Real-Life'Images: detection, alignment, and recognition. 2008.

- R. Sala Llonch, E. Kokiopoulou, I. Tosic, P. Frossard .[3D Face Recognition with Sparse Spherical Representations](https://arxiv.org/pdf/0810.05325) .[J] arXiv preprint arXiv:0810.05325.

- Seyyed Majid Valiollahzadeh, Abolghasem Sayadiyan, Mohammad Nazari .[Feature Selection By KDDA For SVM-Based MultiView Face Recognition](https://arxiv.org/pdf/0812.02574) .[J] arXiv preprint arXiv:0812.02574.

- Seyyed Majid Valiollahzadeh, Abolghasem Sayadiyan, Mohammad Nazari .[Face Detection Using Adaboosted SVM-Based Component Classifier](https://arxiv.org/pdf/0812.02575) .[J] arXiv preprint arXiv:0812.02575.



### 2009

- Ulas Bagci, Li Bai .[Parallel AdaBoost Algorithm for Gabor Wavelet Selection in Face  Recognition](https://arxiv.org/pdf/0907.03218) .[J] arXiv preprint arXiv:0907.03218.

- Yousra Ben Jemaa, Sana Khanfir .[Automatic local Gabor Features extraction for face recognition](https://arxiv.org/pdf/0907.04984) .[J] arXiv preprint arXiv:0907.04984.



### 2010

- Nguyen H V, Bai L. [Cosine similarity metric learning for face verification](https://www.researchgate.net/profile/Li_Bai/publication/220745463_Cosine_Similarity_Metric_Learning_for_Face_Verification/links/54dcd4880cf25b09b912d2ed.pdf)[C]//Asian conference on computer vision. Springer, Berlin, Heidelberg, 2010: 709-720.

- Dakshina Ranjan Kisku, Hunny Mehrotra, Jamuna Kanta Sing, Phalguni Gupta .[SVM-based Multiview Face Recognition by Generalization of Discriminant  Analysis](https://arxiv.org/pdf/1001.04140) .[J] arXiv preprint arXiv:1001.04140.

- Dakshina Ranjan Kisku, Massimo Tistarelli, Jamuna Kanta Sing, Phalguni Gupta .[Face Recognition by Fusion of Local and Global Matching Scores using DS  Theory: An Evaluation with Uni-classifier and Multi-classifier Paradigm](https://arxiv.org/pdf/1002.00382) .[J] arXiv preprint arXiv:1002.00382.

- Dakshina Ranjan Kisku, Ajita Rattani, Enrico Grosso, Massimo Tistarelli .[Face Identification by SIFT-based Complete Graph Topology](https://arxiv.org/pdf/1002.00411) .[J] arXiv preprint arXiv:1002.00411.

- Dakshina Ranjan Kisku, Hunny Mehrotra, Phalguni Gupta, Jamuna Kanta Sing .[Robust multi-camera view face recognition](https://arxiv.org/pdf/1003.05861) .[J] arXiv preprint arXiv:1003.05861.

- Mehran Safayani, Mohammad T. Manzuri-Shalmani, Mahmoud Khademi .[Extended Two-Dimensional PCA for Efficient Face Representation and  Recognition](https://arxiv.org/pdf/1004.00755) .[J] arXiv preprint arXiv:1004.00755.

- Phalguni Gupta, Dakshina Ranjan Kisku, Jamuna Kanta Sing, Massimo Tistarelli .[Maximized Posteriori Attributes Selection from Facial Salient Landmarks  for Face Recognition](https://arxiv.org/pdf/1004.01887) .[J] arXiv preprint arXiv:1004.01887.

- Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .[Classification of Polar-Thermal Eigenfaces using Multilayer Perceptron  for Human Face Recognition](https://arxiv.org/pdf/1005.04035) .[J] arXiv preprint arXiv:1005.04035.

- Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, M. Kundu .[Reduction of Feature Vectors Using Rough Set Theory for Human Face  Recognition](https://arxiv.org/pdf/1005.04044) .[J] arXiv preprint arXiv:1005.04044.

- Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .[Fusion of Daubechies Wavelet Coefficients for Human Face Recognition](https://arxiv.org/pdf/1007.00621) .[J] arXiv preprint arXiv:1007.00621.

- M.K. Bhowmik, Debotosh Bhattacharjee, M. Nasipuri, D. K. Basu, M. Kundu .[A Parallel Framework for Multilayer Perceptron for Human Face  Recognition](https://arxiv.org/pdf/1007.00627) .[J] arXiv preprint arXiv:1007.00627.

- Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .[Image Pixel Fusion for Human Face Recognition](https://arxiv.org/pdf/1007.00628) .[J] arXiv preprint arXiv:1007.00628.

- M.K. Bhowmik, Debotosh Bhattacharjee, M. Nasipuri, D. K. Basu, M. Kundu .[Classification of Fused Images using Radial Basis Function Neural  Network for Human Face Recognition](https://arxiv.org/pdf/1007.00631) .[J] arXiv preprint arXiv:1007.00631.

- Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .[Human Face Recognition using Line Features](https://arxiv.org/pdf/1007.00638) .[J] arXiv preprint arXiv:1007.00638.

- Allen Y. Yang, Zihan Zhou, Arvind Ganesh, S. Shankar Sastry, Yi Ma .[Fast L1-Minimization Algorithms For Robust Face Recognition](https://arxiv.org/pdf/1007.03753) .[J] arXiv preprint arXiv:1007.03753.

- S. Sakthivel, R. Lakshmipathi .[Weighted Attribute Fusion Model for Face Recognition](https://arxiv.org/pdf/1009.00623) .[J] arXiv preprint arXiv:1009.00623.



### 2011

- Yixiong Liang, Lei Wang, Shenghui Liao, Beiji Zou .[Feature selection via simultaneous sparse approximation for person  specific face verification](https://arxiv.org/pdf/1102.02743) .[J] arXiv preprint arXiv:1102.02743.

- Yixiong Liang, Lei Wang, Yao Xiang, Beiji Zou .[Feature Selection via Sparse Approximation for Face Recognition](https://arxiv.org/pdf/1102.02748) .[J] arXiv preprint arXiv:1102.02748.

- Soumen Bag, Soumen Barik, Prithwiraj Sen, Gautam Sanyal .[A Statistical Nonparametric Approach of Face Recognition: Combination of  Eigenface & Modified k-Means Clustering](https://arxiv.org/pdf/1104.01237) .[J] arXiv preprint arXiv:1104.01237.

- Afzal Godil, Sandy Ressler, Patrick Grother .[Face Recognition using 3D Facial Shape and Color Map Information:  Comparison and Combination](https://arxiv.org/pdf/1105.02797) .[J] arXiv preprint arXiv:1105.02797.

- Mrinal Kanti Bhowmik, Gautam Majumdar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri .[Next Level of Data Fusion for Human Face Recognition](https://arxiv.org/pdf/1106.03466) .[J] arXiv preprint arXiv:1106.03466.

- Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .[High Performance Human Face Recognition using Independent High Intensity  Gabor Wavelet Responses: A Statistical Approach](https://arxiv.org/pdf/1106.03467) .[J] arXiv preprint arXiv:1106.03467.

- H. R. Chennamma, Lalitha Rangarajan, Veerabhadrappa .[Face Identification from Manipulated Facial Images using SIFT](https://arxiv.org/pdf/1106.04907) .[J] arXiv preprint arXiv:1106.04907.

- Rami Cohen .[Face Recognition using Curvelet Transform](https://arxiv.org/pdf/1107.02781) .[J] arXiv preprint arXiv:1107.02781.

- Yaniv Taigman, Lior Wolf .[Leveraging Billions of Faces to Overcome Performance Barriers in  Unconstrained Face Recognition](https://arxiv.org/pdf/1108.01122) .[J] arXiv preprint arXiv:1108.01122.

- K.Susheel Kumar, Vijay Bhaskar Semwal, R C Tripathi .[Real time face recognition using adaboost improved fast PCA algorithm](https://arxiv.org/pdf/1108.01353) .[J] arXiv preprint arXiv:1108.01353.

- Hanxi Li, Chunhua Shen, Yongsheng Gao .[Face Recognition using Optimal Representation Ensemble](https://arxiv.org/pdf/1110.00264) .[J] arXiv preprint arXiv:1110.00264.

- Hafiz Imtiaz, Shaikh Anowarul Fattah .[A Face Recognition Scheme using Wavelet Based Dominant Features](https://arxiv.org/pdf/1110.01485) .[J] arXiv preprint arXiv:1110.01485.

- Thai Hoang Le, Len Bui .[Face Recognition Based on SVM and 2DPCA](https://arxiv.org/pdf/1110.05404) .[J] arXiv preprint arXiv:1110.05404.

- John Wright, Arvind Ganesh, Allen Yang, Zihan Zhou, Yi Ma .[Sparsity and Robustness in Face Recognition](https://arxiv.org/pdf/1111.01014) .[J] arXiv preprint arXiv:1111.01014.

- Divya Jyoti, Aman Chadha, Pallavi Vaidya, M. Mani Roja .[A robust, low-cost approach to Face Detection and Face Recognition](https://arxiv.org/pdf/1111.01090) .[J] arXiv preprint arXiv:1111.01090.

- Aman R. Chadha, Pallavi P. Vaidya, M. Mani Roja .[Face Recognition Using Discrete Cosine Transform for Global and Local  Features](https://arxiv.org/pdf/1111.01423) .[J] arXiv preprint arXiv:1111.01423.

- Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran .[Discriminative Local Sparse Representations for Robust Face Recognition](https://arxiv.org/pdf/1111.01947) .[J] arXiv preprint arXiv:1111.01947.



### 2012

- 【Joint Bayesian】Chen D, Cao X, Wang L, et al. [Bayesian face revisited: A joint formulation](http://www.jiansun.org/papers/ECCV12_BayesianFace.pdf)[C]//European Conference on Computer Vision. Springer, Berlin, Heidelberg, 2012: 566-579.

- Alex Pappachen James, Sima Dimitrijev .[Examplers based image fusion features for face recognition](https://arxiv.org/pdf/1201.05947) .[J] arXiv preprint arXiv:1201.05947.

- Augusto Salazar, Stefanie Wuhrer, Chang Shu, Flavio Prieto .[Fully Automatic Expression-Invariant Face Correspondence](https://arxiv.org/pdf/1202.01444) .[J] arXiv preprint arXiv:1202.01444.

- Meng Yang, Lei Zhang, Jian Yang, David Zhang .[Regularized Robust Coding for Face Recognition](https://arxiv.org/pdf/1202.04207) .[J] arXiv preprint arXiv:1202.04207.

- Vinay Bettadapura .[Face Expression Recognition and Analysis: The State of the Art](https://arxiv.org/pdf/1203.06722) .[J] arXiv preprint arXiv:1203.06722.

- Lei Zhang, Meng Yang, Xiangchu Feng, Yi Ma, David Zhang .[Collaborative Representation based Classification for Face Recognition](https://arxiv.org/pdf/1204.02358) .[J] arXiv preprint arXiv:1204.02358.

- H S Jagadeesh, K Suresh Babu, K B Raja .[DBC based Face Recognition using DWT](https://arxiv.org/pdf/1205.01644) .[J] arXiv preprint arXiv:1205.01644.

- Salah A. Aly .[Pilgrims Face Recognition Dataset -- HUFRD](https://arxiv.org/pdf/1205.04463) .[J] arXiv preprint arXiv:1205.04463.

- Manal Abdullah, Majda Wazzan, Sahar Bo-saeed .[Optimizing Face Recognition Using PCA](https://arxiv.org/pdf/1206.01515) .[J] arXiv preprint arXiv:1206.01515.

- Sambhunath Biswas, Amrita Biswas .[Face Recognition Algorithms based on Transformed Shape Features](https://arxiv.org/pdf/1207.02537) .[J] arXiv preprint arXiv:1207.02537.

- Quan Wang .[Kernel Principal Component Analysis and its Applications in Face  Recognition and Active Shape Models](https://arxiv.org/pdf/1207.03538) .[J] arXiv preprint arXiv:1207.03538.

- Lan-Ting LI .[An Efficient Color Face Verification Based on 2-Directional  2-Dimensional Feature Extraction](https://arxiv.org/pdf/1209.04420) .[J] arXiv preprint arXiv:1209.04420.

- Guangling Sun, Guoqing Li, Xinpeng Zhang .[Robust Degraded Face Recognition Using Enhanced Local Frequency  Descriptor and Multi-scale Competition](https://arxiv.org/pdf/1210.01033) .[J] arXiv preprint arXiv:1210.01033.

- Meftah Ur Rahman .[A comparative study on face recognition techniques and neural network](https://arxiv.org/pdf/1210.01916) .[J] arXiv preprint arXiv:1210.01916.

- B. H. Shekar, N. Harivinod, M. Sharmila Kumari, K. Raghurama Holla .[3D Face Recognition using Significant Point based SULD Descriptor](https://arxiv.org/pdf/1210.07102) .[J] arXiv preprint arXiv:1210.07102.

- Song Han, Jinsong Kim, Cholhun Kim, Jongchol Jo, Sunam Han .[Robust Face Recognition using Local Illumination Normalization and  Discriminant Feature Point Selection](https://arxiv.org/pdf/1212.02415) .[J] arXiv preprint arXiv:1212.02415.

- Chang Huang, Shenghuo Zhu, Kai Yu .[Large Scale Strongly Supervised Ensemble Metric Learning, with  Applications to Face Verification and Retrieval](https://arxiv.org/pdf/1212.06094) .[J] arXiv preprint arXiv:1212.06094.



### 2013

- 【Joint Bayesian】Cao X, Wipf D, Wen F, et al. [A practical transfer learning algorithm for face verification](http://www.cv-foundation.org/openaccess/content_iccv_2013/papers/Cao_A_Practical_Transfer_2013_ICCV_paper.pdf)[C]//Proceedings of the IEEE International Conference on Computer Vision. 2013: 3208-3215.

- Taiyong Li, Zhilin Zhang .[Robust Face Recognition via Block Sparse Bayesian Learning](https://arxiv.org/pdf/1301.06847) .[J] arXiv preprint arXiv:1301.06847.

- Dong Yi, Zhen Lei, Yang Hu, Stan Z. Li .[Fast Matching by 2 Lines of Code for Large Scale Face Recognition  Systems](https://arxiv.org/pdf/1302.07180) .[J] arXiv preprint arXiv:1302.07180.

- Yongkang Wong, Mehrtash T. Harandi, Conrad Sanderson .[On Robust Face Recognition via Sparse Encoding: the Good, the Bad, and  the Ugly](https://arxiv.org/pdf/1303.01624) .[J] arXiv preprint arXiv:1303.01624.

- Conrad Sanderson, Mehrtash T. Harandi, Yongkang Wong, Brian C. Lovell .[Combined Learning of Salient Local Descriptors and Distance Metrics for  Image Set Face Verification](https://arxiv.org/pdf/1303.02783) .[J] arXiv preprint arXiv:1303.02783.

- Sandra Mau, Shaokang Chen, Conrad Sanderson, Brian C. Lovell .[Video Face Matching using Subset Selection and Clustering of  Probabilistic Multi-Region Histograms](https://arxiv.org/pdf/1303.06361) .[J] arXiv preprint arXiv:1303.06361.

- Yongkang Wong, Shaokang Chen, Sandra Mau, Conrad Sanderson, Brian C. Lovell .[Patch-based Probabilistic Image Quality Assessment for Face Selection  and Improved Video-based Face Recognition](https://arxiv.org/pdf/1304.00869) .[J] arXiv preprint arXiv:1304.00869.

- Qiang Qiu, Rama Chellappa .[Compositional Dictionaries for Domain Adaptive Face Recognition](https://arxiv.org/pdf/1308.00271) .[J] arXiv preprint arXiv:1308.00271.

- Qiang Qiu, Guillermo Sapiro, Ching-Hui Chen .[Domain-invariant Face Recognition using Learned Low-rank Transformation](https://arxiv.org/pdf/1308.00275) .[J] arXiv preprint arXiv:1308.00275.

- Pengfei Zhu, Wangmeng Zuo, Lei Zhang, Simon C.K. Shiu, David Zhang .[Image Set based Collaborative Representation for Face Recognition](https://arxiv.org/pdf/1308.06687) .[J] arXiv preprint arXiv:1308.06687.

- Fumin Shen, Chunhua Shen .[Generic Image Classification Approaches Excel on Face Recognition](https://arxiv.org/pdf/1309.05594) .[J] arXiv preprint arXiv:1309.05594.

- Dong Zhang, Omar Oreifej, Mubarak Shah .[Face Verification Using Boosted Cross-Image Features](https://arxiv.org/pdf/1309.07434) .[J] arXiv preprint arXiv:1309.07434.

- Sayantan Sarkar .[Skin Segmentation based Elastic Bunch Graph Matching for efficient  multiple Face Recognition](https://arxiv.org/pdf/1310.06066) .[J] arXiv preprint arXiv:1310.06066.

- Sheng Huang, Dan Yang, Fei Yang, Yongxin Ge, Xiaohong Zhang, Jiwen Lu .[Face Recognition via Globality-Locality Preserving Projections](https://arxiv.org/pdf/1311.01279) .[J] arXiv preprint arXiv:1311.01279.

- Nikunj Bajaj, Aurobinda Routray, S L Happy .[Dynamic Model of Facial Expression Recognition based on Eigen-face  Approach](https://arxiv.org/pdf/1311.06007) .[J] arXiv preprint arXiv:1311.06007.

- Sourav Pramanik, Debotosh Bhattacharjee .[Geometric Feature Based Face-Sketch Recognition](https://arxiv.org/pdf/1312.01462) .[J] arXiv preprint arXiv:1312.01462.

- Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .[An adaptive block based integrated LDP,GLCM,and Morphological features  for Face Recognition](https://arxiv.org/pdf/1312.01512) .[J] arXiv preprint arXiv:1312.01512.

- Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .[A Gabor block based Kernel Discriminative Common Vector (KDCV) approach  using cosine kernels for Human Face Recognition](https://arxiv.org/pdf/1312.01517) .[J] arXiv preprint arXiv:1312.01517.

- Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .[A Face Recognition approach based on entropy estimate of the nonlinear  DCT features in the Logarithm Domain together with Kernel Entropy Component  Analysis](https://arxiv.org/pdf/1312.01520) .[J] arXiv preprint arXiv:1312.01520.

- Sourav Pramanik, Dr. Debotosh Bhattacharjee .[An Approach: Modality Reduction and Face-Sketch Recognition](https://arxiv.org/pdf/1312.01681) .[J] arXiv preprint arXiv:1312.01681.

- Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .[Face Recognition using Hough Peaks extracted from the significant blocks  of the Gradient Image](https://arxiv.org/pdf/1312.01683) .[J] arXiv preprint arXiv:1312.01683.

- Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .[High Performance Human Face Recognition using Gabor based Pseudo Hidden  Markov Model](https://arxiv.org/pdf/1312.01684) .[J] arXiv preprint arXiv:1312.01684.

- Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .[Human Face Recognition using Gabor based Kernel Entropy Component  Analysis](https://arxiv.org/pdf/1312.01685) .[J] arXiv preprint arXiv:1312.01685.

- Dharini S., Guru Prasad M., Hari haran. V., Kiran Tej J. L., Kunal Ghosh .[Analysis and Understanding of Various Models for Efficient  Representation and Accurate Recognition of Human Faces](https://arxiv.org/pdf/1312.03787) .[J] arXiv preprint arXiv:1312.03787.

- Nima Hatami, Reza Ebrahimpour, Reza Ghaderi .[ECOC-Based Training of Neural Networks for Face Recognition](https://arxiv.org/pdf/1312.03990) .[J] arXiv preprint arXiv:1312.03990.

- Sheng Huang, Dan Yang, Haopeng Zhang, Luwen Huangfu, Xiaohong Zhang .[Shape Primitive Histogram: A Novel Low-Level Face Representation for  Face Recognition](https://arxiv.org/pdf/1312.07446) .[J] arXiv preprint arXiv:1312.07446.

- Sheng Huang, Dan Yang, Dong Yang, Ahmed Elgammal .[Collaborative Discriminant Locality Preserving Projections With its  Application to Face Recognition](https://arxiv.org/pdf/1312.07469) .[J] arXiv preprint arXiv:1312.07469.



### 2014

- 【DeepFace】【verification】Taigman Y, Yang M, Ranzato M A, et al. [Deepface: Closing the gap to human-level performance in face verification](https://www.cv-foundation.org/openaccess/content_cvpr_2014/papers/Taigman_DeepFace_Closing_the_2014_CVPR_paper.pdf)[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2014: 1701-1708.

- 【DeepID】Sun Y, Wang X, Tang X. [Deep learning face representation from predicting 10,000 classes](https://www.cv-foundation.org/openaccess/content_cvpr_2014/papers/Sun_Deep_Learning_Face_2014_CVPR_paper.pdf)[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2014: 1891-1898.

- Trupti M. Kodinariya .[Hybrid Approach to Face Recognition System using Principle component and  Independent component with score based fusion process](https://arxiv.org/pdf/1401.00395) .[J] arXiv preprint arXiv:1401.00395.

- Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis .[Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face  Recognition](https://arxiv.org/pdf/1401.05311) .[J] arXiv preprint arXiv:1401.05311.

- V. Karthikeyan, Manjupriya, C.K. Chithra, M. Divya .[Face Verification Using Kernel Principle Component Analysis](https://arxiv.org/pdf/1401.06108) .[J] arXiv preprint arXiv:1401.06108.

- V. Karthikeyan, M. Divya, C.K. Chithra, K. Manju Priya .[Face Verification System based on Integral Normalized Gradient  Image(INGI)](https://arxiv.org/pdf/1401.06112) .[J] arXiv preprint arXiv:1401.06112.

- MuthuKalyani.K, VeeraMuthu.A .[smart application for AMS using Face Recognition](https://arxiv.org/pdf/1401.06130) .[J] arXiv preprint arXiv:1401.06130.

- Abhishek Bhattacharya, Tanusree Chatterjee .[An Estimation Method of Measuring Image Quality for Compressed Images of  Human Face](https://arxiv.org/pdf/1402.01331) .[J] arXiv preprint arXiv:1402.01331.

- Liansheng Zhuang, Tsung-Han Chan, Allen Y. Yang, S. Shankar Sastry, Yi Ma .[Sparse Illumination Learning and Transfer for Single-Sample Face  Recognition with Image Corruption and Misalignment](https://arxiv.org/pdf/1402.01879) .[J] arXiv preprint arXiv:1402.01879.

- Huanguo Zhang, Sha Lv, Wei Li, Xun Qu .[A Novel Face Recognition Method using Nearest Line Projection](https://arxiv.org/pdf/1402.05859) .[J] arXiv preprint arXiv:1402.05859.

- Divyarajsinh N. Parmar, Brijesh B. Mehta .[Face Recognition Methods & Applications](https://arxiv.org/pdf/1403.00485) .[J] arXiv preprint arXiv:1403.00485.

- Shireesha Chintalapati, M. V. Raghunadh .[Illumination,Expression and Occlusion Invariant Pose-Adaptive Face  Recognition System for Real-Time Applications](https://arxiv.org/pdf/1403.01362) .[J] arXiv preprint arXiv:1403.01362.

- Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin, Chinchilla Doudou .[Learning Deep Face Representation](https://arxiv.org/pdf/1403.02802) .[J] arXiv preprint arXiv:1403.02802.

- V. Karthikeyan, K. Vijayalakshmi, P. Jeyakumar .[An Efficient Method for Face Recognition System In Various Assorted  Conditions](https://arxiv.org/pdf/1403.05475) .[J] arXiv preprint arXiv:1403.05475.

- Zhenyao Zhu, Ping Luo, Xiaogang Wang, Xiaoou Tang .[Recover Canonical-View Faces in the Wild with Deep Neural Networks](https://arxiv.org/pdf/1404.03543) .[J] arXiv preprint arXiv:1404.03543.

- Chaochao Lu, Xiaoou Tang .[Surpassing Human-Level Face Verification Performance on LFW with  GaussianFace](https://arxiv.org/pdf/1404.03840) .[J] arXiv preprint arXiv:1404.03840.

- Jing Wang, Canyi Lu, Meng Wang, Peipei Li, Shuicheng Yan, Xuegang Hu .[Robust Face Recognition via Adaptive Sparse Representation](https://arxiv.org/pdf/1404.04780) .[J] arXiv preprint arXiv:1404.04780.

- Jian Yang, Jianjun Qian, Lei Luo, Fanlong Zhang, Yicheng Gao .[Nuclear Norm based Matrix Regression with Applications to Face  Recognition with Occlusion and Illumination Changes](https://arxiv.org/pdf/1405.01207) .[J] arXiv preprint arXiv:1405.01207.

- Jyothi K, Prabhakar C.J .[Multi Modal Face Recognition Using Block Based Curvelet Features](https://arxiv.org/pdf/1405.02641) .[J] arXiv preprint arXiv:1405.02641.

- Spits Warnars .[Human Face as human single identity](https://arxiv.org/pdf/1405.06168) .[J] arXiv preprint arXiv:1405.06168.

- Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li .[Shared Representation Learning for Heterogeneous Face Recognition](https://arxiv.org/pdf/1406.01247) .[J] arXiv preprint arXiv:1406.01247.

- 【DeepID】Yi Sun, Xiaogang Wang, Xiaoou Tang .[Deep Learning Face Representation by Joint Identification-Verification](https://arxiv.org/pdf/1406.04773) .[J] arXiv preprint arXiv:1406.04773.

- 【DeepFace-Based】【Identification】Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf .[Web-Scale Training for Face Identification](https://arxiv.org/pdf/1406.05266) .[J] arXiv preprint arXiv:1406.05266.

- Fumin Shen, Chunhua Shen, Heng Tao Shen .[Face Image Classification by Pooling Raw Features](https://arxiv.org/pdf/1406.06811) .[J] arXiv preprint arXiv:1406.06811.

- Fumin Shen, Chunhua Shen, Heng Tao Shen .[Face Identification with Second-Order Pooling](https://arxiv.org/pdf/1406.06818) .[J] arXiv preprint arXiv:1406.06818.

- Zhenyao Zhu, Ping Luo, Xiaogang Wang, Xiaoou Tang .[Deep Learning Multi-View Representation for Face Recognition](https://arxiv.org/pdf/1406.06947) .[J] arXiv preprint arXiv:1406.06947.

- Jianguo Li, Yurong Chen .[Large-scale Supervised Hierarchical Feature Learning for Face  Recognition](https://arxiv.org/pdf/1407.01490) .[J] arXiv preprint arXiv:1407.01490.

- Eren Golge, Pinar Duygulu .[FAME: Face Association through Model Evolution](https://arxiv.org/pdf/1407.02987) .[J] arXiv preprint arXiv:1407.02987.

- Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li .[Aggregate channel features for multi-view face detection](https://arxiv.org/pdf/1407.04023) .[J] arXiv preprint arXiv:1407.04023.

- Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri .[Robust 3D face recognition in presence of pose and partial occlusions or  missing parts](https://arxiv.org/pdf/1408.03709) .[J] arXiv preprint arXiv:1408.03709.

- Shuxin Ouyang, Timothy Hospedales, Yi-Zhe Song, Xueming Li .[A Survey on Heterogeneous Face Recognition: Sketch, Infra-red, 3D and  Low-resolution](https://arxiv.org/pdf/1409.05114) .[J] arXiv preprint arXiv:1409.05114.

- Bo Han, Bo He, Tingting Sun, Mengmeng Ma, Amaury Lendasse .[HSR: L1/2 Regularized Sparse Representation for Fast Face Recognition  using Hierarchical Feature Selection](https://arxiv.org/pdf/1409.06448) .[J] arXiv preprint arXiv:1409.06448.

- Yufei Gan, Teng Yang, Chu He .[A Deep Graph Embedding Network Model for Face Recognition](https://arxiv.org/pdf/1409.07313) .[J] arXiv preprint arXiv:1409.07313.

- Syed Zulqarnain Gilani, Faisal Shafait, Ajmal Mian .[Dense 3D Face Correspondence](https://arxiv.org/pdf/1410.05058) .[J] arXiv preprint arXiv:1410.05058.

- Abdullah Gubbi, Mohammad Fazle Azeem, M Sharmila Kumari .[Non Binary Local Gradient Contours for Face Recognition](https://arxiv.org/pdf/1411.00442) .[J] arXiv preprint arXiv:1411.00442.

- 【WebFace】Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li .[Learning Face Representation from Scratch](https://arxiv.org/pdf/1411.07923) .[J] arXiv preprint arXiv:1411.07923.

- Tal Hassner, Shai Harel, Eran Paz, Roee Enbar .[Effective Face Frontalization in Unconstrained Images](https://arxiv.org/pdf/1411.07964) .[J] arXiv preprint arXiv:1411.07964.

- 【DeepID】Yi Sun, Xiaogang Wang, Xiaoou Tang .[Deeply learned face representations are sparse, selective, and robust](https://arxiv.org/pdf/1412.01265) .[J] arXiv preprint arXiv:1412.01265.



### 2015

- 【WebFace】Wu X, He R, Sun Z. [A lightened cnn for deep face representation](https://pdfs.semanticscholar.org/d4e6/69d5d35fa0ca9f8d9a193c82d4153f5ffc4e.pdf)[C]//2015 IEEE Conference on IEEE Computer Vision and Pattern Recognition (CVPR). 2015, 4: 5.

- 【VGGFace】Parkhi O M, Vedaldi A, Zisserman A. [Deep face recognition](https://www.robots.ox.ac.uk/~vgg/publications/2015/Parkhi15/parkhi15.pdf)[C]//BMVC. 2015, 1(3): 6.

- Gholamreza Anbarjafari .[Face recognition using color local binary pattern from mutually  independent color channels](https://arxiv.org/pdf/1501.00105) .[J] arXiv preprint arXiv:1501.00105.

- 【Face++】Erjin Zhou, Zhimin Cao, Qi Yin .[Naive-Deep Face Recognition: Touching the Limit of LFW Benchmark or Not?](https://arxiv.org/pdf/1501.04690) .[J] arXiv preprint arXiv:1501.04690.

- Ning Zhang, Manohar Paluri, Yaniv Taigman, Rob Fergus, Lubomir Bourdev .[Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues](https://arxiv.org/pdf/1501.05703) .[J] arXiv preprint arXiv:1501.05703.

- Miriam Redi, Nikhil Rasiwasia, Gaurav Aggarwal, Alejandro Jaimes .[The Beauty of Capturing Faces: Rating the Quality of Digital Portraits](https://arxiv.org/pdf/1501.07304) .[J] arXiv preprint arXiv:1501.07304.

- Yandong Wen, Weiyang Liu, Meng Yang, Yuli Fu, Youjun Xiang, Rui Hu .[Structured Occlusion Coding for Robust Face Recognition](https://arxiv.org/pdf/1502.00478) .[J] arXiv preprint arXiv:1502.00478.

- Shonal Chaudhry, Rohitash Chandra .[Design of a Mobile Face Recognition System for Visually Impaired Persons](https://arxiv.org/pdf/1502.00756) .[J] arXiv preprint arXiv:1502.00756.

- 【DeepID】Yi Sun, Ding Liang, Xiaogang Wang, Xiaoou Tang .[DeepID3: Face Recognition with Very Deep Neural Networks](https://arxiv.org/pdf/1502.00873) .[J] arXiv preprint arXiv:1502.00873.

- Changxing Ding, Dacheng Tao .[A Comprehensive Survey on Pose-Invariant Face Recognition](https://arxiv.org/pdf/1502.04383) .[J] arXiv preprint arXiv:1502.04383.

- Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li .[Graphical Representation for Heterogeneous Face Recognition](https://arxiv.org/pdf/1503.00488) .[J] arXiv preprint arXiv:1503.00488.

- Samir F. Hafez, Mazen M. Selim, Hala H. Zayed .[2D Face Recognition System Based on Selected Gabor Filters and Linear  Discriminant Analysis LDA](https://arxiv.org/pdf/1503.03741) .[J] arXiv preprint arXiv:1503.03741.

- 【FaceNet】【Triplet Loss】Florian Schroff, Dmitry Kalenichenko, James Philbin .[FaceNet: A Unified Embedding for Face Recognition and Clustering](https://arxiv.org/pdf/1503.03832) .[J] arXiv preprint arXiv:1503.03832.
 [code: [davidsandberg/facenet](https://github.com/davidsandberg/facenet)]

- Narmada Naik, G.N Rathna .[Robust real time face recognition and tracking on gpu using fusion of  rgb and depth image](https://arxiv.org/pdf/1504.01883) .[J] arXiv preprint arXiv:1504.01883.

- Guosheng Hu, Yongxin Yang, Dong Yi, Josef Kittler, William Christmas, Stan Z. Li, Timothy Hospedales .[When Face Recognition Meets with Deep Learning: an Evaluation of  Convolutional Neural Networks for Face Recognition](https://arxiv.org/pdf/1504.02351) .[J] arXiv preprint arXiv:1504.02351.

- Ognjen Arandjelovic .[Automatic Face Recognition from Video](https://arxiv.org/pdf/1504.05308) .[J] arXiv preprint arXiv:1504.05308.

- 【MegaFace】D. Miller, E. Brossard, S. Seitz, I. Kemelmacher-Shlizerman .[MegaFace: A Million Faces for Recognition at Scale](https://arxiv.org/pdf/1505.02108) .[J] arXiv preprint arXiv:1505.02108.

- Liping Wang, Songcan Chen .[Joint Representation Classification for Collective Face Recognition](https://arxiv.org/pdf/1505.04617) .[J] arXiv preprint arXiv:1505.04617.

- Weilin Huang, Hujun Yin .[Robust Face Recognition with Structural Binary Gradient Patterns](https://arxiv.org/pdf/1506.00481) .[J] arXiv preprint arXiv:1506.00481.

- Amin Jourabloo, Xiaoming Liu .[Pose-Invariant 3D Face Alignment](https://arxiv.org/pdf/1506.03799) .[J] arXiv preprint arXiv:1506.03799.

- Rohit Pandey, Yingbo Zhou, Venu Govindaraju .[Deep Secure Encoding: An Application to Face Recognition](https://arxiv.org/pdf/1506.04340) .[J] arXiv preprint arXiv:1506.04340.

- Yang Zhong, Haibo Li .[Leveraging the Power of Gabor Phase for Face Identification: A Block  Matching Approach](https://arxiv.org/pdf/1506.04655) .[J] arXiv preprint arXiv:1506.04655.

- Poonam Yadav .[Face Prediction Model for an Automatic Age-invariant Face Recognition  System](https://arxiv.org/pdf/1506.06046) .[J] arXiv preprint arXiv:1506.06046.

- 【Pruning Network】Han S, Pool J, Tran J, et al. [Learning both weights and connections for efficient neural network](https://arxiv.org/abs/1506.02626)[C]//Advances in neural information processing systems. 2015: 1135-1143.

- 【Baidu Research】Jingtuo Liu, Yafeng Deng, Tao Bai, Zhengping Wei, Chang Huang .[Targeting Ultimate Accuracy: Face Recognition via Deep Embedding](https://arxiv.org/pdf/1506.07310) .[J] arXiv preprint arXiv:1506.07310.

- Cong Jie Ng, Andrew Beng Jin Teoh .[DCTNet : A Simple Learning-free Approach for Face Recognition](https://arxiv.org/pdf/1507.02049) .[J] arXiv preprint arXiv:1507.02049.

- Ran He, Tieniu Tan, Larry Davis, Zhenan Sun .[Learning Structured Ordinal Measures for Video based Face Recognition](https://arxiv.org/pdf/1507.02380) .[J] arXiv preprint arXiv:1507.02380.

- Hai X. Pham, Chongyu Chen, Luc N. Dao, Vladimir Pavlovic, Jianfei Cai, Tat-jen Cham .[Robust Performance-driven 3D Face Tracking in Long Range Depth Scenes](https://arxiv.org/pdf/1507.02779) .[J] arXiv preprint arXiv:1507.02779.

- Liliana Lo Presti, Marco La Cascia .[Ensemble of Hankel Matrices for Face Emotion Recognition](https://arxiv.org/pdf/1507.03811) .[J] arXiv preprint arXiv:1507.03811.

- Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva .[Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos](https://arxiv.org/pdf/1507.04576) .[J] arXiv preprint arXiv:1507.04576.

- Xiang Wu .[Learning Robust Deep Face Representation](https://arxiv.org/pdf/1507.04844) .[J] arXiv preprint arXiv:1507.04844.

- Dayong Wang, Charles Otto, Anil K. Jain .[Face Search at Scale: 80 Million Gallery](https://arxiv.org/pdf/1507.07242) .[J] arXiv preprint arXiv:1507.07242.

- Xiaochao Qu, Suah Kim, Run Cui, Hyoung Joong Kim .[Collaborative Representation Classification Ensemble for Face  Recognition](https://arxiv.org/pdf/1507.08064) .[J] arXiv preprint arXiv:1507.08064.

- Annan Li, Shiguang Shan, Xilin Chen, Bingpeng Ma, Shuicheng Yan, Wen Gao .[Cross-pose Face Recognition by Canonical Correlation Analysis](https://arxiv.org/pdf/1507.08076) .[J] arXiv preprint arXiv:1507.08076.

- Ilya Kalinovskii, Vladimir Spitsyn .[Compact Convolutional Neural Network Cascade for Face Detection](https://arxiv.org/pdf/1508.01292) .[J] arXiv preprint arXiv:1508.01292.

- Jun-Cheng Chen, Vishal M. Patel, Rama Chellappa .[Unconstrained Face Verification using Deep CNN Features](https://arxiv.org/pdf/1508.01722) .[J] arXiv preprint arXiv:1508.01722.

- Rajeev Ranjan, Vishal M. Patel, Rama Chellappa .[A Deep Pyramid Deformable Part Model for Face Detection](https://arxiv.org/pdf/1508.04389) .[J] arXiv preprint arXiv:1508.04389.

- Changxing Ding, Dacheng Tao .[Robust Face Recognition via Multimodal Deep Face Representation](https://arxiv.org/pdf/1509.00244) .[J] arXiv preprint arXiv:1509.00244.

- Anirban Dasgupta, Shubhobrata Bhattacharya, Aurobinda Routray .[SPECFACE - A Dataset of Human Faces Wearing Spectacles](https://arxiv.org/pdf/1509.04853) .[J] arXiv preprint arXiv:1509.04853.

- Xu Yang .[Face Photo Sketch Synthesis via Larger Patch and Multiresolution Spline](https://arxiv.org/pdf/1509.05897) .[J] arXiv preprint arXiv:1509.05897.

- Abdullah Gubbi, Mohammed Fazle Azeem, Zahid Ansari .[New Fuzzy LBP Features for Face Recognition](https://arxiv.org/pdf/1509.06853) .[J] arXiv preprint arXiv:1509.06853.

- Abhishek Dutta .[Predicting Performance of a Face Recognition System Based on Image  Quality](https://arxiv.org/pdf/1510.07112) .[J] arXiv preprint arXiv:1510.07112.

- Abhishek Dutta, Raymond Veldhuis, Luuk Spreeuwers .[Predicting Face Recognition Performance Using Image Quality](https://arxiv.org/pdf/1510.07119) .[J] arXiv preprint arXiv:1510.07119.

- 【WebFace】Xiang Wu, Ran He, Zhenan Sun, Tieniu Tan .[A Light CNN for Deep Face Representation with Noisy Labels](https://arxiv.org/pdf/1511.02683) .[J] arXiv preprint arXiv:1511.02683.

- Ira Kemelmacher-Shlizerman, Steve Seitz, Daniel Miller, Evan Brossard .[The MegaFace Benchmark: 1 Million Faces for Recognition at Scale](https://arxiv.org/pdf/1512.00596) .[J] arXiv preprint arXiv:1512.00596.

- Yi Sun, Xiaogang Wang, Xiaoou Tang .[Sparsifying Neural Network Connections for Face Recognition](https://arxiv.org/pdf/1512.01891) .[J] arXiv preprint arXiv:1512.01891.



### 2016

- Masi I, Rawls S, Medioni G, et al. [Pose-aware face recognition in the wild](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Masi_Pose-Aware_Face_Recognition_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4838-4846.

- Pal D K, Juefei-Xu F, Savvides M. [Discriminative invariant kernel features: a bells-and-whistles-free approach to unsupervised face recognition and pose estimation](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Pal_Discriminative_Invariant_Kernel_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 5590-5599.

- Wen Y, Li Z, Qiao Y. [Latent factor guided convolutional neural networks for age-invariant face recognition](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Wen_Latent_Factor_Guided_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4893-4901.

- Sun Y, Wang X, Tang X. [Sparsifying neural network connections for face recognition](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Sun_Sparsifying_Neural_Network_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4856-4864.

- 【OpenFace】【Pipelines】Amos B, Ludwiczuk B, Satyanarayanan M. [Openface: A general-purpose face recognition library with mobile applications](https://cmusatyalab.github.io/openface/)[J]. CMU School of Computer Science, 2016.
[paper:[bakup](http://reports-archive.adm.cs.cmu.edu/anon/anon/2016/CMU-CS-16-118.pdf)]

- 【Center Face】【Center loss】Wen Y, Zhang K, Li Z, et al. [A discriminative feature learning approach for deep face recognition](http://ydwen.github.io/papers/WenECCV16.pdf)[C]//European Conference on Computer Vision. Springer, Cham, 2016: 499-515.
 [code:[ydwen/caffe-face](https://github.com/ydwen/caffe-face); [pangyupo/mxnet_center_loss](https://github.com/pangyupo/mxnet_center_loss)]

- 【MegaFace】Kemelmacher-Shlizerman I, Seitz S M, Miller D, et al. [The megaface benchmark: 1 million faces for recognition at scale](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Kemelmacher-Shlizerman_The_MegaFace_Benchmark_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4873-4882.

- Amir Rosenfeld, Shimon Ullman .[Face-space Action Recognition by Face-Object Interactions](https://arxiv.org/pdf/1601.04293) .[J] arXiv preprint arXiv:1601.04293.

- M. Saquib Sarfraz, Rainer Stiefelhagen .[Deep Perceptual Mapping for Cross-Modal Face Recognition](https://arxiv.org/pdf/1601.05347) .[J] arXiv preprint arXiv:1601.05347.

- Bappaditya Mandal .[Face Recognition: Perspectives from the Real-World](https://arxiv.org/pdf/1602.02999) .[J] arXiv preprint arXiv:1602.02999.

- Bappaditya Mandal .[Improved Eigenfeature Regularization for Face Identification](https://arxiv.org/pdf/1602.03256) .[J] arXiv preprint arXiv:1602.03256.

- Swami Sankaranarayanan, Azadeh Alavi, Rama Chellappa .[Triplet Similarity Embedding for Face Verification](https://arxiv.org/pdf/1602.03418) .[J] arXiv preprint arXiv:1602.03418.

- Simone Bianco .[Large age-gap face verification by feature injection in deep networks](https://arxiv.org/pdf/1602.06149) .[J] arXiv preprint arXiv:1602.06149.

- Ognjen Arandjelovic .[Learnt quasi-transitive similarity for retrieval from large collections  of faces](https://arxiv.org/pdf/1603.00560) .[J] arXiv preprint arXiv:1603.00560.

- 【HyperFace】Rajeev Ranjan, Vishal M. Patel, Rama Chellappa .[HyperFace: A Deep Multi-task Learning Framework for Face Detection,  Landmark Localization, Pose Estimation, and Gender Recognition](https://arxiv.org/pdf/1603.01249) .[J] arXiv preprint arXiv:1603.01249.

- Nate Crosswhite, Jeffrey Byrne, Omkar M. Parkhi, Chris Stauffer, Qiong Cao, Andrew Zisserman .[Template Adaptation for Face Verification and Identification](https://arxiv.org/pdf/1603.03958) .[J] arXiv preprint arXiv:1603.03958.

- Hawren Fang .[Classification with Repulsion Tensors: A Case Study on Face Recognition](https://arxiv.org/pdf/1603.04588) .[J] arXiv preprint arXiv:1603.04588.

- Jiaolong Yang, Peiran Ren, Dongqing Zhang, Dong Chen, Fang Wen, Hongdong Li, Gang Hua .[Neural Aggregation Network for Video Face Recognition](https://arxiv.org/pdf/1603.05474) .[J] arXiv preprint arXiv:1603.05474.

- Guosheng Hu, Xiaojiang Peng, Yongxin Yang, Timothy Hospedales, Jakob Verbeek .[Frankenstein: Learning Deep Face Representations using Small Data](https://arxiv.org/pdf/1603.06470) .[J] arXiv preprint arXiv:1603.06470.

- Iacopo Masi, Anh Tuan Tran, Jatuporn Toy Leksut, Tal Hassner, Gerard Medioni .[Do We Really Need to Collect Millions of Faces for Effective Face  Recognition?](https://arxiv.org/pdf/1603.07057) .[J] arXiv preprint arXiv:1603.07057.

- Wael AbdAlmageed, Yue Wua, Stephen Rawlsa, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gerard Medioni .[Face Recognition Using Deep Multi-Pose Representations](https://arxiv.org/pdf/1603.07388) .[J] arXiv preprint arXiv:1603.07388.

- Yan Yan, Hanzi Wang, David Suter .[Multi-Subregion Based Correlation Filter Bank for Robust Face  Recognition](https://arxiv.org/pdf/1603.07604) .[J] arXiv preprint arXiv:1603.07604.

- Yan Yan, Hanzi Wang, Cuihua Li, Chenhui Yang, Bineng Zhong .[An Effective Unconstrained Correlation Filter and Its Kernelization for  Face Recognition](https://arxiv.org/pdf/1603.07800) .[J] arXiv preprint arXiv:1603.07800.

- Nannan Wang, Jie Li, Leiyu Sun, Bin Song, Xinbo Gao .[Training-Free Synthesized Face Sketch Recognition Using Image Quality  Assessment Metrics](https://arxiv.org/pdf/1603.07823) .[J] arXiv preprint arXiv:1603.07823.

- Charles Otto, Dayong Wang, Anil K. Jain .[Clustering Millions of Faces by Identity](https://arxiv.org/pdf/1604.00989) .[J] arXiv preprint arXiv:1604.00989.

- Binod Bhattarai, Gaurav Sharma, Frederic Jurie .[CP-mtML: Coupled Projection multi-task Metric Learning for Large Scale  Face Retrieval](https://arxiv.org/pdf/1604.02975) .[J] arXiv preprint arXiv:1604.02975.

- Swami Sankaranarayanan, Azadeh Alavi, Carlos Castillo, Rama Chellappa .[Triplet Probabilistic Embedding for Face Verification and Clustering](https://arxiv.org/pdf/1604.05417) .[J] arXiv preprint arXiv:1604.05417.

- Cheng Yaw Low, Andrew Beng Jin Teoh, Cong Jie Ng .[Multi-Fold Gabor, PCA and ICA Filter Convolution Descriptor for Face  Recognition](https://arxiv.org/pdf/1604.07057) .[J] arXiv preprint arXiv:1604.07057.

- Panqu Wang, Isabel Gauthier, Garrison Cottrell .[Are Face and Object Recognition Independent? A Neurocomputational  Modeling Exploration](https://arxiv.org/pdf/1604.07872) .[J] arXiv preprint arXiv:1604.07872.

- Igor Fedorov, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen .[Robust Bayesian Method for Simultaneous Block Sparse Signal Recovery  with Applications to Face Recognition](https://arxiv.org/pdf/1605.02057) .[J] arXiv preprint arXiv:1605.02057.

- Michael Iliadis, Haohong Wang, Rafael Molina, Aggelos K. Katsaggelos .[Robust and Low-Rank Representation for Fast Face Identification with  Occlusions](https://arxiv.org/pdf/1605.02266) .[J] arXiv preprint arXiv:1605.02266.

- Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos D. Castillo, Rama Chellappa .[Unconstrained Still/Video-Based Face Verification with Deep  Convolutional Neural Networks](https://arxiv.org/pdf/1605.02686) .[J] arXiv preprint arXiv:1605.02686.

- Vivek Sharma, Luc Van Gool .[Image-level Classification in Hyperspectral Images using Feature  Descriptors, with Application to Face Recognition](https://arxiv.org/pdf/1605.03428) .[J] arXiv preprint arXiv:1605.03428.

- Jason Grant, Patrick Flynn .[Hierarchical Clustering in Face Similarity Score Space](https://arxiv.org/pdf/1605.06052) .[J] arXiv preprint arXiv:1605.06052.

- Oren Tadmor, Yonatan Wexler, Tal Rosenwein, Shai Shalev-Shwartz, Amnon Shashua .[Learning a Metric Embedding for Face Recognition using the Multibatch  Method](https://arxiv.org/pdf/1605.07270) .[J] arXiv preprint arXiv:1605.07270.

- Mawloud Guermoui, Mohamed L. Mekhalfi .[A Sparse Representation of Complete Local Binary Pattern Histogram for  Human Face Recognition](https://arxiv.org/pdf/1605.09584) .[J] arXiv preprint arXiv:1605.09584.

- Michael Grupp, Philipp Kopp, Patrik Huber, Matthias Rtsch .[A 3D Face Modelling Approach for Pose-Invariant Face Recognition in a  Human-Robot Environment](https://arxiv.org/pdf/1606.00474) .[J] arXiv preprint arXiv:1606.00474.

- Joel Z. Leibo, Qianli Liao, Winrich Freiwald, Fabio Anselmi, Tomaso Poggio .[View-tolerant face recognition and Hebbian learning imply  mirror-symmetric neural tuning to head orientation](https://arxiv.org/pdf/1606.01552) .[J] arXiv preprint arXiv:1606.01552.

- Mostafa Mehdipour Ghazi, Hazim Kemal Ekenel .[A Comprehensive Analysis of Deep Learning Based Representation for Face  Recognition](https://arxiv.org/pdf/1606.02894) .[J] arXiv preprint arXiv:1606.02894.

- Andrey Zhmoginov, Mark Sandler .[Inverting face embeddings with convolutional neural networks](https://arxiv.org/pdf/1606.04189) .[J] arXiv preprint arXiv:1606.04189.

- Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li .[Sparse Graphical Representation based Discriminant Analysis for  Heterogeneous Face Recognition](https://arxiv.org/pdf/1607.00137) .[J] arXiv preprint arXiv:1607.00137.

- Xiaoyue Jiang, Dong Zhang, Xiaoyi Feng .[Local feature hierarchy for face recognition across pose and  illumination](https://arxiv.org/pdf/1607.03226) .[J] arXiv preprint arXiv:1607.03226.

- 【Pruning Network】Han S, Pool J, Narang S, et al. [Dsd: Dense-sparse-dense training for deep neural networks](https://arxiv.org/abs/1607.04381)[J]. arXiv preprint arXiv:1607.04381, 2016.

- Shizhan Zhu, Sifei Liu, Chen Change Loy, Xiaoou Tang .[Deep Cascaded Bi-Network for Face Hallucination](https://arxiv.org/pdf/1607.05046) .[J] arXiv preprint arXiv:1607.05046.

- Changxing Ding, Dacheng Tao .[Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face  Recognition](https://arxiv.org/pdf/1607.05427) .[J] arXiv preprint arXiv:1607.05427.

- Ahmad H. A. Eid .[Combined Classifiers for Invariant Face Recognition](https://arxiv.org/pdf/1607.06973) .[J] arXiv preprint arXiv:1607.06973.

- Yang Li, Wenming Zheng, Zhen Cui .[Recurrent Regression for Face Recognition](https://arxiv.org/pdf/1607.06999) .[J] arXiv preprint arXiv:1607.06999.

- 【Dataset】【MS-Celeb-1M】Yandong Guo, Lei Zhang, Yuxiao Hu, Xiaodong He, Jianfeng Gao .[MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition](https://arxiv.org/pdf/1607.08221) .[J] arXiv preprint arXiv:1607.08221.

- Shervin Minaee, Amirali Abdolrashidi, Yao Wang .[Face Recognition Using Scattering Convolutional Network](https://arxiv.org/pdf/1608.00059) .[J] arXiv preprint arXiv:1608.00059.

- Zhiwu Huang, Ruiping Wang, Shiguang Shan, Luc Van Gool, Xilin Chen .[Cross Euclidean-to-Riemannian Metric Learning with Application to Face  Recognition from Video](https://arxiv.org/pdf/1608.04200) .[J] arXiv preprint arXiv:1608.04200.

- Samil Karahan, Merve Kilinc Yildirim, Kadir Kirtac, Ferhat Sukru Rende, Gultekin Butun, Hazim Kemal Ekenel .[How Image Degradations Affect Deep CNN-based Face Recognition?](https://arxiv.org/pdf/1608.05246) .[J] arXiv preprint arXiv:1608.05246.

- Yuan Gao, Jiayi Ma, Alan L. Yuille .[Semi-Supervised Sparse Representation Based Classification for Face  Recognition with Insufficient Labeled Samples](https://arxiv.org/pdf/1609.03279) .[J] arXiv preprint arXiv:1609.03279.

- 【SDK】【VIPLFaceNet】Xin Liu, Meina Kan, Wanglong Wu, Shiguang Shan, Xilin Chen .[VIPLFaceNet: An Open Source Deep Face Recognition SDK](https://arxiv.org/pdf/1609.03892) .[J] arXiv preprint arXiv:1609.03892.

- Hui Ding, Shaohua Kevin Zhou, Rama Chellappa .[FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression  Recognition](https://arxiv.org/pdf/1609.06591) .[J] arXiv preprint arXiv:1609.06591.

- Jonathan Vitale, Mary-Anne Williams, Benjamin Johnston .[The face-space duality hypothesis: a computational model](https://arxiv.org/pdf/1609.07371) .[J] arXiv preprint arXiv:1609.07371.

- Samik Banerjee, Sukhendu Das .[Domain Adaptation with Soft-margin multiple feature-kernel learning  beats Deep Learning for surveillance face recognition](https://arxiv.org/pdf/1610.01374) .[J] arXiv preprint arXiv:1610.01374.

- Sandipan Banerjee, Joel Brogan, Janez Krizaj, Aparna Bharati, Brandon RichardWebster, Vitomir Struc, Patrick Flynn, Walter Scheirer .[To Frontalize or Not To Frontalize: Do We Really Need Elaborate  Pre-processing To Improve Face Recognition?](https://arxiv.org/pdf/1610.04823) .[J] arXiv preprint arXiv:1610.04823.

- Xiaoning Song, Zhen-Hua Feng, Guosheng Hu, Josef Kittler, William Christmas, Xiao-Jun Wu .[Dictionary Integration using 3D Morphable Face Models for Pose-invariant  Collaborative-representation-based Classification](https://arxiv.org/pdf/1611.00284) .[J] arXiv preprint arXiv:1611.00284.

- 【All-In-One】Rajeev Ranjan, Swami Sankaranarayanan, Carlos D. Castillo, Rama Chellappa .[An All-In-One Convolutional Neural Network for Face Analysis](https://arxiv.org/pdf/1611.00851) .[J] arXiv preprint arXiv:1611.00851.

- 【Dataset】【UMDFaces】Ankan Bansal, Anirudh Nanduri, Carlos Castillo, Rajeev Ranjan, Rama Chellappa .[UMDFaces: An Annotated Face Dataset for Training Deep Networks](https://arxiv.org/pdf/1611.01484) .[J] arXiv preprint arXiv:1611.01484.

- Brandon M. Smith, Charles R. Dyer .[Efficient Branching Cascaded Regression for Face Alignment under  Significant Head Rotation](https://arxiv.org/pdf/1611.01584) .[J] arXiv preprint arXiv:1611.01584.

- Shu Zhang, Ran He, Tieniu Tan .[DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification](https://arxiv.org/pdf/1611.05271) .[J] arXiv preprint arXiv:1611.05271.

- Guilherme Folego, Marcus A. Angeloni, José Augusto Stuchi, Alan Godoy, Anderson Rocha .[Cross-Domain Face Verification: Matching ID Document and Self-Portrait  Photographs](https://arxiv.org/pdf/1611.05755) .[J] arXiv preprint arXiv:1611.05755.

- 【Pruning Network】Molchanov P, Tyree S, Karras T, et al. [Pruning convolutional neural networks for resource efficient inference](https://arxiv.org/abs/1611.06440)[J]. arXiv preprint arXiv:1611.06440, 2016.

- Jose Lezama, Qiang Qiu, Guillermo Sapiro .[Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral  Hallucination and Low-rank Embedding](https://arxiv.org/pdf/1611.06638) .[J] arXiv preprint arXiv:1611.06638.

- Junyu Wu, Shengyong Ding, Wei Xu, Hongyang Chao .[Deep Joint Face Hallucination and Recognition](https://arxiv.org/pdf/1611.08091) .[J] arXiv preprint arXiv:1611.08091.

- Shengyong Ding, Junyu Wu, Wei Xu, Hongyang Chao .[Automatically Building Face Datasets of New Domains from Weakly Labeled  Data with Pretrained Models](https://arxiv.org/pdf/1611.08107) .[J] arXiv preprint arXiv:1611.08107.

- 【Range loss】Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao .[Range Loss for Deep Face Recognition with Long-tail](https://arxiv.org/pdf/1611.08976) .[J] arXiv preprint arXiv:1611.08976.
[code: [Charrin/RangeLoss-Caffe](https://github.com/Charrin/RangeLoss-Caffe)]

- Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis .[Fast Face-swap Using Convolutional Neural Networks](https://arxiv.org/pdf/1611.09577) .[J] arXiv preprint arXiv:1611.09577.

- Guido Borghi, Marco Venturelli, Roberto Vezzani, Rita Cucchiara .[POSEidon: Face-from-Depth for Driver Pose Estimation](https://arxiv.org/pdf/1611.10195) .[J] arXiv preprint arXiv:1611.10195.

- Viet-Hang Duong, Yuan-Shan Lee, Bach-Tung Pham, Seksan Mathulaprangsan, Pham The Bao, Jia-Ching Wang .[Complex Matrix Factorization for Face Recognition](https://arxiv.org/pdf/1612.02513) .[J] arXiv preprint arXiv:1612.02513.

- Zhen-Hua Feng, Josef Kittler, William Christmas, Xiao-Jun Wu .[A Unified Tensor-based Active Appearance Face Model](https://arxiv.org/pdf/1612.09548) .[J] arXiv preprint arXiv:1612.09548.

- 【L-Softmax loss】Liu W, Wen Y, Yu Z, et al. [Large-Margin Softmax Loss for Convolutional Neural Networks](https://arxiv.org/pdf/1612.02295.pdf)[J]arXiv preprint arXiv:1612.02295..
[code:[wy1iu/LargeMargin_Softmax_Loss](https://github.com/wy1iu/LargeMargin_Softmax_Loss);[luoyetx/mx-lsoftmax](https://github.com/luoyetx/mx-lsoftmax)]



### 2017

- 【Marginal loss】Deng J, Zhou Y, Zafeiriou S. [Marginal loss for deep face recognition](http://openaccess.thecvf.com/content_cvpr_2017_workshops/w33/papers/Deng_Marginal_Loss_for_CVPR_2017_paper.pdf)[C]//Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPRW), Faces “in-the-wild” Workshop/Challenge. 2017, 4(6).

- Yuanyi Zhong, Jiansheng Chen, Bo Huang .[Towards End-to-End Face Recognition through Alignment Learning](https://arxiv.org/pdf/1701.07174) .[J] arXiv preprint arXiv:1701.07174.

- Olasimbo Ayodeji Arigbabu, Sharifah Mumtazah Syed Ahmad, Wan Azizun Wan Adnan, Salman Yussof, Saif Mahmood .[Soft Biometrics: Gender Recognition from Unconstrained Face Images using  Local Feature Descriptor](https://arxiv.org/pdf/1702.02537) .[J] arXiv preprint arXiv:1702.02537.

- Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris Metaxas, Manmohan Chandraker .[Reconstruction-Based Disentanglement for Pose-invariant Face Recognition](https://arxiv.org/pdf/1702.03041) .[J] arXiv preprint arXiv:1702.03041.

- Pavel Král, Antonín Vrba .[Enhanced Local Binary Patterns for Automatic Face Recognition](https://arxiv.org/pdf/1702.03349) .[J] arXiv preprint arXiv:1702.03349.

- Sungeun Hong, Woobin Im, Jongbin Ryu, Hyun S. Yang .[SSPP-DAN: Deep Domain Adaptation Network for Face Recognition with  Single Sample Per Person](https://arxiv.org/pdf/1702.04069) .[J] arXiv preprint arXiv:1702.04069.

- Navaneeth Bodla, Jingxiao Zheng, Hongyu Xu, Jun-Cheng Chen, Carlos Castillo, Rama Chellappa .[Deep Heterogeneous Feature Fusion for Template-Based Face Recognition](https://arxiv.org/pdf/1702.04471) .[J] arXiv preprint arXiv:1702.04471.

- Xi Yin, Xiaoming Liu .[Multi-Task Convolutional Neural Network for Pose-Invariant Face  Recognition](https://arxiv.org/pdf/1702.04710) .[J] arXiv preprint arXiv:1702.04710.

- 【coco loss v1】Liu Y, Li H, Wang X. [Learning deep features via congenerous cosine loss for person recognition](https://arxiv.org/abs/1702.06890)[J]. arXiv preprint arXiv:1702.06890, 2017.

- Mehran Safayani, Seyed Hashem Ahmadi, Homayun Afrabandpey, Abdolreza Mirzaei .[An EM Based Probabilistic Two-Dimensional CCA with Application to Face  Recognition](https://arxiv.org/pdf/1702.07884) .[J] arXiv preprint arXiv:1702.07884.

- Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin .[WebCaricature: a benchmark for caricature face recognition](https://arxiv.org/pdf/1703.03230) .[J] arXiv preprint arXiv:1703.03230.

- I Gede Pasek Suta Wijaya, Keiichi Uchimura, Gou Koutaki .[Multi-Pose Face Recognition Using Hybrid Face Features Descriptor](https://arxiv.org/pdf/1703.04062) .[J] arXiv preprint arXiv:1703.04062.

- Homa Foroughi, Moein Shakeri, Nilanjan Ray, Hong Zhang .[Face Recognition using Multi-Modal Low-Rank Dictionary Learning](https://arxiv.org/pdf/1703.04853) .[J] arXiv preprint arXiv:1703.04853.

- 【Loss function】Abul Hasnat, Julien Bohné, Jonathan Milgram, Stéphane Gentric, Liming Chen .[DeepVisage: Making face recognition simple yet with powerful  generalization skills](https://arxiv.org/pdf/1703.08388) .[J] arXiv preprint arXiv:1703.08388.

- Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan le, Marios Savvides .[Temporal Non-Volume Preserving Approach to Facial Age-Progression and  Age-Invariant Face Recognition](https://arxiv.org/pdf/1703.08617) .[J] arXiv preprint arXiv:1703.08617.

- 【L2-constrained softmax loss】Ranjan R, Castillo C D, Chellappa R. [L2-constrained softmax loss for discriminative face verification](https://arxiv.org/abs/1703.09507)[J]. arXiv preprint arXiv:1703.09507, 2017.

- 【3D Face Recognition】Kim D, Hernandez M, Choi J, et al. [Deep 3D face identification](https://arxiv.org/pdf/1703.10714.pdf)[J]. arXiv preprint arXiv:1703.10714, 2017.

- Lin Xiong, Jayashree Karlekar, Jian Zhao, Yi Cheng, Yan Xu, Jiashi Feng, Sugiri Pranata, Shengmei Shen .[A Good Practice Towards Top Performance of Face Recognition: Transferred  Deep Feature Fusion](https://arxiv.org/pdf/1704.00438) .[J] arXiv preprint arXiv:1704.00438.

- Ahmed ElSayed, Ausif Mahmood, Tarek Sobh .[Effect of Super Resolution on High Dimensional Features for Unsupervised  Face Recognition in the Wild](https://arxiv.org/pdf/1704.01464) .[J] arXiv preprint arXiv:1704.01464.

- 【Loss fuction】Chen W, Chen X, Zhang J, et al. [Beyond triplet loss: a deep quadruplet network for person re-identification](https://arxiv.org/pdf/1704.01719.pdf)[C]//The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2017, 2(8).

- Xiang Wu, Lingxiao Song, Ran He, Tieniu Tan .[Coupled Deep Learning for Heterogeneous Face Recognition](https://arxiv.org/pdf/1704.02450) .[J] arXiv preprint arXiv:1704.02450.

- Yibo Hu, Xiang Wu, Ran He .[Attention-Set based Metric Learning for Video Face Recognition](https://arxiv.org/pdf/1704.03805) .[J] arXiv preprint arXiv:1704.03805.

- Daniel Crispell, Octavian Biris, Nate Crosswhite, Jeffrey Byrne, Joseph L. Mundy .[Dataset Augmentation for Pose and Lighting Invariant Face Recognition](https://arxiv.org/pdf/1704.04326) .[J] arXiv preprint arXiv:1704.04326.

- Rasmus S. Andersen, Anders U. Eliasen, Nicolai Pedersen, Michael Riis Andersen, Sofie Therese Hansen, Lars Kai Hansen .[EEG source imaging assists decoding in a face recognition task](https://arxiv.org/pdf/1704.05748) .[J] arXiv preprint arXiv:1704.05748.

- 【Loss function】【NormFace】Wang F, Xiang X, Cheng J, et al. [Normface: l 2 hypersphere embedding for face verification](https://arxiv.org/pdf/1704.06369.pdf).[J] arXiv preprint arXiv:1704.06369..
[code:[happynear/NormFace](https://github.com/happynear/NormFace)]

- 【A-Softmax loss】【Angular margin】Weiyang Liu, Yandong Wen, Zhiding Yu, Ming Li, Bhiksha Raj, Le Song .[SphereFace: Deep Hypersphere Embedding for Face Recognition](https://arxiv.org/pdf/1704.08063) .[J] arXiv preprint arXiv:1704.08063.
[code:[wy1iu/sphereface](https://github.com/wy1iu/sphereface)]

- Chollette C. Olisah, Solomon Nunoo, Peter Ofedebe, Ghazali Sulong .[Expressing Facial Structure and Appearance Information in Frequency  Domain for Face Recognition](https://arxiv.org/pdf/1704.08949) .[J] arXiv preprint arXiv:1704.08949.

- Aaron Nech, Ira Kemelmacher-Shlizerman .[Level Playing Field for Million Scale Face Recognition](https://arxiv.org/pdf/1705.00393) .[J] arXiv preprint arXiv:1705.00393.

- Manuel Günther, Steve Cruz, Ethan M. Rudd, Terrance E. Boult .[Toward Open-Set Face Recognition](https://arxiv.org/pdf/1705.01567) .[J] arXiv preprint arXiv:1705.01567.

- Fares Jalled .[Face Recognition Machine Vision System Using Eigenfaces](https://arxiv.org/pdf/1705.02782) .[J] arXiv preprint arXiv:1705.02782.

- Eilidh Noyes, Alice J. O'Toole .[Face recognition assessments used in the study of super-recognisers](https://arxiv.org/pdf/1705.04739) .[J] arXiv preprint arXiv:1705.04739.

- 【others】Yuan Y, Yang K, Zhang C. [eature Incay for Representation Regularization](https://arxiv.org/abs/1705.10284)[J]. arXiv preprint arXiv:1705.10284, 2017.

- Karan Maheshwari, Nalini N .[Facial Recognition Enabled Smart Door Using Microsoft Face API](https://arxiv.org/pdf/1706.00498) .[J] arXiv preprint arXiv:1706.00498.

- M. Y. Shams, A. S. Tolba, S.H. Sarhan .[A Vision System for Multi-View Face Recognition](https://arxiv.org/pdf/1706.00510) .[J] arXiv preprint arXiv:1706.00510.

- Chris Larson, Josef Spjut, Ross Knepper, Robert Shepherd .[A Deformable Interface for Human Touch Recognition using Stretchable  Carbon Nanotube Dielectric Elastomer Sensors and Deep Neural Networks](https://arxiv.org/pdf/1706.02542) .[J] arXiv preprint arXiv:1706.02542.

- Erfan Zangeneh (1), Mohammad Rahmati (1), Yalda Mohsenzadeh (2) ((1) Amirkabir University of Technology, (2) Massachusetts Institute of Technology) .[Low Resolution Face Recognition Using a Two-Branch Deep Convolutional  Neural Network Architecture](https://arxiv.org/pdf/1706.06247) .[J] arXiv preprint arXiv:1706.06247.

- Johannes Reschke, Armin Sehr .[Face Recognition with Machine Learning in OpenCV_ Fusion of the results  with the Localization Data of an Acoustic Camera for Speaker Identification](https://arxiv.org/pdf/1707.00835) .[J] arXiv preprint arXiv:1707.00835.

- Sumit Shekhar, Vishal M. Patel, Rama Chellappa .[Synthesis-based Robust Low Resolution Face Recognition](https://arxiv.org/pdf/1707.02733) .[J] arXiv preprint arXiv:1707.02733.

- Yandong Guo, Lei Zhang .[One-shot Face Recognition by Promoting Underrepresented Classes](https://arxiv.org/pdf/1707.05574) .[J] arXiv preprint arXiv:1707.05574.

- Daniel Sáez Trigueros, Li Meng, Margaret Hartnett .[Enhancing Convolutional Neural Networks for Face Recognition with  Occlusion Maps and Batch Triplet Loss](https://arxiv.org/pdf/1707.07923) .[J] arXiv preprint arXiv:1707.07923.

- Abhinav Gupta, Agrim Khanna, Anmol Jagetia, Devansh Sharma, Sanchit Alekh, Vaibhav Choudhary .[Combining Keystroke Dynamics and Face Recognition for User Verification](https://arxiv.org/pdf/1708.00931) .[J] arXiv preprint arXiv:1708.00931.

- Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker .[Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos](https://arxiv.org/pdf/1708.02191) .[J] arXiv preprint arXiv:1708.02191.

- Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan .[Wasserstein CNN: Learning Invariant Features for NIR-VIS Face  Recognition](https://arxiv.org/pdf/1708.02412) .[J] arXiv preprint arXiv:1708.02412.

- Feng Liu, Qijun Zhao, Xiaoming Liu, Dan Zeng .[Joint Face Alignment and 3D Face Reconstruction with Application to Face  Recognition](https://arxiv.org/pdf/1708.02734) .[J] arXiv preprint arXiv:1708.02734.

- Andrey V. Savchenko, Natalya S. Belova .[Maximum A Posteriori Estimation of Distances Between Deep Features in  Still-to-Video Face Recognition](https://arxiv.org/pdf/1708.07972) .[J] arXiv preprint arXiv:1708.07972.

- 【Dataset】【Cross-Age LFW】Tianyue Zheng, Weihong Deng, Jiani Hu .[Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in  Unconstrained Environments](https://arxiv.org/pdf/1708.08197) .[J] arXiv preprint arXiv:1708.08197.

- Alexandr G. Rassadin, Alexey S. Gruzdev, Andrey V. Savchenko .[Group-level Emotion Recognition using Transfer Learning from Face  Identification](https://arxiv.org/pdf/1709.01688) .[J] arXiv preprint arXiv:1709.01688.

- Wuming Zhang, Zhixin Shu, Dimitris Samaras, Liming Chen .[Improving Heterogeneous Face Recognition with Conditional Adversarial  Networks](https://arxiv.org/pdf/1709.02848) .[J] arXiv preprint arXiv:1709.02848.

- Lingxiao Song, Man Zhang, Xiang Wu, Ran He .[Adversarial Discriminative Heterogeneous Face Recognition](https://arxiv.org/pdf/1709.03675) .[J] arXiv preprint arXiv:1709.03675.

- Xihua Li .[Improving precision and recall of face recognition in SIPP with  combination of modified mean search and LSH](https://arxiv.org/pdf/1709.03872) .[J] arXiv preprint arXiv:1709.03872.

- Xiang Xu, Pengfei Dou, Ha A. Le, Ioannis A. Kakadiaris .[When 3D-Aided 2D Face Recognition Meets Deep Learning: An extended UR2D  for Pose-Invariant Face Recognition](https://arxiv.org/pdf/1709.06532) .[J] arXiv preprint arXiv:1709.06532.

- Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James .[On-chip Face Recognition System Design with Memristive Hierarchical  Temporal Memory](https://arxiv.org/pdf/1709.08184) .[J] arXiv preprint arXiv:1709.08184.

- 【CoCo loss v2】Liu Y, Li H, Wang X. [Rethinking feature discrimination and polymerization for large-scale recognition](https://arxiv.org/pdf/1710.00870.pdf)[J]. arXiv preprint arXiv:1710.00870, 2017.
[code:[sciencefans/coco_loss)](https://github.com/sciencefans/coco_loss)]

- Klemen Grm, Vitomir Štruc, Anais Artiges, Matthieu Caron, Hazim Kemal Ekenel .[Strengths and Weaknesses of Deep Learning Models for Face Recognition  Against Image Degradations](https://arxiv.org/pdf/1710.01494) .[J] arXiv preprint arXiv:1710.01494.

- Wuming Zhang, Xi Zhao, Jean-Marie Morvan, Liming Chen .[Improving Shadow Suppression for Illumination Robust Face Recognition](https://arxiv.org/pdf/1710.05073) .[J] arXiv preprint arXiv:1710.05073.

- 【Dataset】【VGGFace2】Cao Q, Shen L, Xie W, et al. [Vggface2: A dataset for recognising faces across pose and age](https://arxiv.org/abs/1710.08092)[C]//Automatic Face & Gesture Recognition (FG 2018), 2018 13th IEEE International Conference on. IEEE, 2018: 67-74.

- Garrett Bingham .[Random Subspace Two-dimensional LDA for Face Recognition](https://arxiv.org/pdf/1711.00575) .[J] arXiv preprint arXiv:1711.00575.

- Debayan Deb, Neeta Nain, Anil K. Jain .[Longitudinal Study of Child Face Recognition](https://arxiv.org/pdf/1711.03990) .[J] arXiv preprint arXiv:1711.03990.

- Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko .[Convolutional neural networks pretrained on large face recognition  datasets for emotion classification from video](https://arxiv.org/pdf/1711.04598) .[J] arXiv preprint arXiv:1711.04598.

- Yulong Wang, Yuan Yan Tang, Luoqing Li, Hong Chen .[Modal Regression based Atomic Representation for Robust Face Recognition](https://arxiv.org/pdf/1711.05861) .[J] arXiv preprint arXiv:1711.05861.

- 【3D Face Recognition】Syed Zulqarnain Gilani, Ajmal Mian .[Learning from Millions of 3D Scans for Large-scale 3D Face Recognition](https://arxiv.org/pdf/1711.05942) .[J] arXiv preprint arXiv:1711.05942.

- İlke Çuğu, Eren Şener, Emre Akbaş .[MicroExpNet: An Extremely Small and Fast Model For Expression  Recognition From Frontal Face Images](https://arxiv.org/pdf/1711.07011) .[J] arXiv preprint arXiv:1711.07011.

- Qiangchang Wang, Guodong Guo, Mohammad Iqbal Nouyed .[Learning Channel Inter-dependencies at Multiple Scales on Dense Networks  for Face Recognition](https://arxiv.org/pdf/1711.10103) .[J] arXiv preprint arXiv:1711.10103.

- Adam Kortylewski, Bernhard Egger, Andreas Schneider, Thomas Gerig, Andreas Morel-Forster, Thomas Vetter .[Empirically Analyzing the Effect of Dataset Biases on Deep Face  Recognition Systems](https://arxiv.org/pdf/1712.01619) .[J] arXiv preprint arXiv:1712.01619.

- Qingxiang Feng, Yicong Zhou .[Color Face Recognition using High-Dimension Quaternion-based Adaptive  Representation](https://arxiv.org/pdf/1712.01642) .[J] arXiv preprint arXiv:1712.01642.

- Teng Zhang, Arnold Wiliem, Siqi Yang, Brian C. Lovell .[TV-GAN: Generative Adversarial Network Based Thermal to Visible Face  Recognition](https://arxiv.org/pdf/1712.02514) .[J] arXiv preprint arXiv:1712.02514.

- Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou .[UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face  Recognition](https://arxiv.org/pdf/1712.04695) .[J] arXiv preprint arXiv:1712.04695.



### 2018

- 【others】Han C, Shan S, Kan M, et al. [Face recognition with contrastive convolution](http://openaccess.thecvf.com/content_ECCV_2018/papers/Chunrui_Han_Face_Recognition_with_ECCV_2018_paper.pdf)[C]//European Conference on Computer Vision. Springer, Cham, 2018: 120-135.

- Mahmood Sharif, Sruti Bhagavatula, Lujo Bauer, Michael K. Reiter .[Adversarial Generative Nets: Neural Network Attacks on State-of-the-Art  Face Recognition](https://arxiv.org/pdf/1801.00349) .[J] arXiv preprint arXiv:1801.00349.

- Seyed Mehdi Iranmanesh, Ali Dabouei, Hadi Kazemi, Nasser M. Nasrabadi .[Deep Cross Polarimetric Thermal-to-visible Face Recognition](https://arxiv.org/pdf/1801.01486) .[J] arXiv preprint arXiv:1801.01486.

- Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau .[Domain-Specific Face Synthesis for Video Face Recognition from a Single  Sample Per Person](https://arxiv.org/pdf/1801.01974) .[J] arXiv preprint arXiv:1801.01974.

- Shahram Najam Syed, Aamir Zeb Shaikh, Shabbar Naqvi .[A Novel Hybrid Biometric Electronic Voting System: Integrating Finger  Print and Face Recognition](https://arxiv.org/pdf/1801.02430) .[J] arXiv preprint arXiv:1801.02430.

- 【Angular margin】Wang F, Cheng J, Liu W, et al. [Additive margin softmax for face verification](https://arxiv.org/pdf/1801.05599.pdf).[J] arXiv preprint arXiv:1801.05599.
[code:[happynear/AMSoftmax](https://github.com/happynear/AMSoftmax)]

- 【Angular margin】Xianbiao Qi, Lei Zhang .[Face Recognition via Centralized Coordinate Learning](https://arxiv.org/pdf/1801.05678) .[J] arXiv preprint arXiv:1801.05678.

- 【ArcFace】【Angular margin】Jiankang Deng, Jia Guo, Stefanos Zafeiriou .[ArcFace: Additive Angular Margin Loss for Deep Face Recognition](https://arxiv.org/pdf/1801.07698) .[J] arXiv preprint arXiv:1801.07698.
[code:[deepinsight/insightface](https://github.com/deepinsight/insightface)]

- 【CosFace】【Angular margin】【Tencent AI Lab】Hao Wang, Yitong Wang, Zheng Zhou, Xing Ji, Dihong Gong, Jingchao Zhou, Zhifeng Li, Wei Liu .[CosFace: Large Margin Cosine Loss for Deep Face Recognition](https://arxiv.org/pdf/1801.09414) .[J] arXiv preprint arXiv:1801.09414.
[code:[yule-li/CosFace](https://github.com/yule-li/CosFace);   [MuggleWang/CosFace_pytorch](https://github.com/MuggleWang/CosFace_pytorch);   [YirongMao/softmax_variants](https://github.com/YirongMao/softmax_variants);   [jimeffry/face-detect-recognize](https://github.com/jimeffry/face-detect-recognize);   [thiago1080/CosFace](https://github.com/thiago1080/CosFace);   [zhangzhemin/CosFace-easyunderstand](https://github.com/zhangzhemin/CosFace)]

- S Ritika, Dattaraj Rao .[Face recognition for monitoring operator shift in railways](https://arxiv.org/pdf/1802.01273) .[J] arXiv preprint arXiv:1802.01273.

- Adam Kortylewski, Andreas Schneider, Thomas Gerig, Bernhard Egger, Andreas Morel-Forster, Thomas Vetter .[Training Deep Face Recognition Systems with Synthetic Data](https://arxiv.org/pdf/1802.05891) .[J] arXiv preprint arXiv:1802.05891.

- Maneet Singh, Shruti Nagpal, Richa Singh, Mayank Vatsa, Angshul Majumdar .[MagnifyMe: Aiding Cross Resolution Face Recognition via Identity Aware  Synthesis](https://arxiv.org/pdf/1802.08057) .[J] arXiv preprint arXiv:1802.08057.

- Di Tang, XiaoFeng Wang, Kehuan Zhang .[Query-Free Attacks on Industry-Grade Face Recognition Systems under  Resource Constraints](https://arxiv.org/pdf/1802.09900) .[J] arXiv preprint arXiv:1802.09900.

- Saman Bashbaghi, Eric Granger, Robert Sabourin, Mostafa Parchami .[Deep Learning Architectures for Face Recognition in Video Surveillance](https://arxiv.org/pdf/1802.09990) .[J] arXiv preprint arXiv:1802.09990.

- 【Ring loss】Y Zheng, DK Pal, M Savvides.[Ring loss: Convex Feature Normalization for Face Recognition](https://arxiv.org/pdf/1803.00130) .[J] arXiv preprint arXiv:1803.00130.
[code:[Paralysis/ringloss](https://github.com/Paralysis/ringloss);   [YirongMao/softmax_variants](https://github.com/YirongMao/softmax_variants);   [haoxintong/Ringloss-Gluon](https://github.com/haoxintong/Ringloss-Gluon);   [vsatyakumar/Ring-Loss-Keras](https://github.com/vsatyakumar/Ring-Loss-Keras)]

-  .[Unravelling Robustness of Deep Learning based Face Recognition Against  Adversarial Attacks](https://arxiv.org/pdf/1803.00401) .[J] arXiv preprint arXiv:1803.00401.

- K Cao, Y Rong, C Li, X Tang.[Pose-Robust Face Recognition via Deep Residual Equivariant Mapping](https://arxiv.org/pdf/1803.00839) .[J] arXiv preprint arXiv:1803.00839.

-  .[Sample-Relaxed Two-Dimensional Color Principal Component Analysis for  Face Recognition and Image Reconstruction](https://arxiv.org/pdf/1803.03837) .[J] arXiv preprint arXiv:1803.03837.

-  .[Invisible Mask: Practical Attacks on Face Recognition with Infrared](https://arxiv.org/pdf/1803.04683) .[J] arXiv preprint arXiv:1803.04683.

- Wei Hu, Yangyu Huang, Fan Zhang, Ruirui Li, Wei Li, Guodong Yuan .[SeqFace: Make full use of sequence information for face recognition](https://arxiv.org/pdf/1803.06524) .[J] arXiv preprint arXiv:1803.06524.

- Brandon RichardWebster, So Yon Kwon, Christopher Clarizio, Samuel E. Anthony, Walter J. Scheirer .[Visual Psychophysics for Making Face Recognition Algorithms More  Explainable](https://arxiv.org/pdf/1803.07140) .[J] arXiv preprint arXiv:1803.07140.

- Raunak Dave, Ankit Vyas, Shubham Mojidra, Prof. Nikita P. Desai .[Face Recognition Techniques: A Survey](https://arxiv.org/pdf/1803.07288) .[J] arXiv preprint arXiv:1803.07288.

- Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong, Deming Chen .[Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs](https://arxiv.org/pdf/1803.09004) .[J] arXiv preprint arXiv:1803.09004.

- Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker .[Feature Transfer Learning for Deep Face Recognition with Long-Tail Data](https://arxiv.org/pdf/1803.09014) .[J] arXiv preprint arXiv:1803.09014.

- Lingfeng Zhang, Pengfei Dou, Ioannis A. Kakadiaris .[A Face Recognition Signature Combining Patch-based Features with Soft  Facial Attributes](https://arxiv.org/pdf/1803.09359) .[J] arXiv preprint arXiv:1803.09359.

- Feng Liu, Ronghang Zhu, Dan Zeng, Qijun Zhao, Xiaoming Liu .[Disentangling Features in 3D Face Shapes for Joint Face Reconstruction  and Recognition](https://arxiv.org/pdf/1803.11366) .[J] arXiv preprint arXiv:1803.11366.

- Rajeev Ranjan, Ankan Bansal, Hongyu Xu, Swami Sankaranarayanan, Jun-Cheng Chen, Carlos D. Castillo, Rama Chellappa .[Crystal Loss and Quality Pooling for Unconstrained Face Verification and  Recognition](https://arxiv.org/pdf/1804.01159) .[J] arXiv preprint arXiv:1804.01159.

- Lingfeng Zhang, Pengfei Dou, Ioannis A Kakadiaris .[Patch-based Face Recognition using a Hierarchical Multi-label Matcher](https://arxiv.org/pdf/1804.01417) .[J] arXiv preprint arXiv:1804.01417.

- Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Mehdi Iranmanesh, Nasser M. Nasrabadi .[Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo  Recognition](https://arxiv.org/pdf/1804.03082) .[J] arXiv preprint arXiv:1804.03082.

- 【SenseTime】Liu Y, Wei F, Shao J, et al. [Exploring disentangled feature representation beyond face identification](https://arxiv.org/pdf/1804.03487.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018: 2080-2089.

- Mei Wang, Weihong Deng .[Deep Face Recognition: A Survey](https://arxiv.org/pdf/1804.06655) .[J] arXiv preprint arXiv:1804.06655.

- 【MobileFaceNets】【Angular margin】Chen S, Liu Y, Gao X, et al. [MobileFaceNets: Efficient CNNs for Accurate Real-time Face Verification on Mobile Devices](https://arxiv.org/abs/1804.07573)[J]. arXiv preprint arXiv:1804.07573, 2018.
[code:[sirius-ai/MobileFaceNet_TF](https://github.com/sirius-ai/MobileFaceNet_TF);    [github_search](https://github.com/search?p=1&q=MobileFaceNets&type=Repositories)]

- Debayan Deb, Susan Wiper, Alexandra Russo, Sixue Gong, Yichun Shi, Cori Tymoszek, Anil Jain .[Face Recognition: Primates in the Wild](https://arxiv.org/pdf/1804.08790) .[J] arXiv preprint arXiv:1804.08790.

- Zhiyi Cheng, Xiatian Zhu, Shaogang Gong .[Surveillance Face Recognition Challenge](https://arxiv.org/pdf/1804.09691) .[J] arXiv preprint arXiv:1804.09691.

- Bowen Wu, Huaming Wu, Monica M.Y. Zhang .[Scalable Angular Discriminative Deep Metric Learning for Face  Recognition](https://arxiv.org/pdf/1804.10899) .[J] arXiv preprint arXiv:1804.10899.

- Fariborz Taherkhani, Nasser M. Nasrabadi, Jeremy Dawson. [A Deep Face Identification Network Enhanced by Facial Attributes  Prediction](https://arxiv.org/pdf/1805.00324) .[J] arXiv preprint arXiv:1805.00324.

- Ziqing Feng, Qijun Zhao .[Robust Face Recognition with Deeply Normalized Depth Images](https://arxiv.org/pdf/1805.00406) .[J] arXiv preprint arXiv:1805.00406.

- Bangjie Yin, Luan Tran, Haoxiang Li, Xiaohui Shen, Xiaoming Liu .[Towards Interpretable Face Recognition](https://arxiv.org/pdf/1805.00611) .[J] arXiv preprint arXiv:1805.00611.

- Lingfeng Zhang, Ioannis A. Kakadiaris .[Fully Associative Patch-based 1-to-N Matcher for Face Recognition](https://arxiv.org/pdf/1805.06306) .[J] arXiv preprint arXiv:1805.06306.

- Xin Wei, Hui Wang, Bryan Scotney, Huan Wan .[Minimum Margin Loss for Deep Face Recognition](https://arxiv.org/pdf/1805.06741) .[J] arXiv preprint arXiv:1805.06741.

- Yucel M K, Bilge Y C, Oguz O, et al. [Wildest Faces: Face Detection and Recognition in Violent Settings](https://arxiv.org/abs/1805.07566)[J]. arXiv preprint arXiv:1805.07566, 2018.

- Alireza Sepas-Moghaddam, Mohammad A. Haque, Paulo Lobato Correia, Kamal Nasrollahi, Thomas B. Moeslund, Fernando Pereira .[A Double-Deep Spatio-Angular Learning Framework for Light Field based  Face Recognition](https://arxiv.org/pdf/1805.10078) .[J] arXiv preprint arXiv:1805.10078.

- YunKun Li, XiaoJun Wu, Josef Kittler .[L1-(2D)2PCANet: A Deep Learning Network for Face Recognition](https://arxiv.org/pdf/1805.10476) .[J] arXiv preprint arXiv:1805.10476.

- Pei Li, Loreto Prieto, Domingo Mery, Patrick Flynn .[Face Recognition in Low Quality Images: A Survey](https://arxiv.org/pdf/1805.11519) .[J] arXiv preprint arXiv:1805.11519.

- Pei Li, Loreto Prieto, Domingo Mery, Patrick Flynn .[Low Resolution Face Recognition in theld](https://arxiv.org/pdf/1805.11529) .[J] arXiv preprint arXiv:1805.11529.

- Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang .[Deep Imbalanced Learning for Face Recognition and Attribute Prediction](https://arxiv.org/pdf/1806.00194) .[J] arXiv preprint arXiv:1806.00194.

- Ce Qi, Zhizhong Liu, Fei Su .[Accurate and Efficient Similarity Search for Large Scale Face  Recognition](https://arxiv.org/pdf/1806.00365) .[J] arXiv preprint arXiv:1806.00365.

- Jianzhu Guo, Xiangyu Zhu, Zhen Lei, Stan Z. Li .[Face Synthesis for Eyeglass-Robust Face Recognition](https://arxiv.org/pdf/1806.01196) .[J] arXiv preprint arXiv:1806.01196.

- Xiangyu Zhu, Hao Liu, Zhen Lei, Hailin Shi, Fan Yang, Dong Yi, Stan Z. Li .[Large-scale Bisample Learning on ID vs. Spot Face Recognition](https://arxiv.org/pdf/1806.03018) .[J] arXiv preprint arXiv:1806.03018.

- Md Ashraful Alam Milton .[Evaluation of Momentum Diverse Input Iterative Fast Gradient Sign Method  (M-DI2-FGSM) Based Attack Method on MCS 2018 Adversarial Attacks on Black Box  Face Recognition System](https://arxiv.org/pdf/1806.08970) .[J] arXiv preprint arXiv:1806.08970.

- Jelena Milosevic, Dexmont Pena, Andrew Forembsky, David Moloney, Miroslaw Malek .[It All Matters: Reporting Accuracy, Inference Time and Power Consumption  for Face Emotion Recognition on Embedded Systems](https://arxiv.org/pdf/1807.00046) .[J] arXiv preprint arXiv:1807.00046.

- I Gede Pasek Suta Wijaya .[Face Recognition Using Map Discriminant on YCbCr Color Space](https://arxiv.org/pdf/1807.02135) .[J] arXiv preprint arXiv:1807.02135.

- Daniel C. Castro, Sebastian Nowozin .[From Face Recognition to Models of Identity: A Bayesian Approach to  Learning about Unknown Identities from Unsupervised Data](https://arxiv.org/pdf/1807.07872) .[J] arXiv preprint arXiv:1807.07872.

- Alessandro Calefati, Muhammad Kamran Janjua, Shah Nawaz, Ignazio Gallo .[Git Loss for Deep Face Recognition](https://arxiv.org/pdf/1807.08512) .[J] arXiv preprint arXiv:1807.08512.

- Weidi Xie, Andrew Zisserman .[Multicolumn Networks for Face Recognition](https://arxiv.org/pdf/1807.09192) .[J] arXiv preprint arXiv:1807.09192.

- Fei Wang, Liren Chen, Cheng Li, Shiyao Huang, Yanjie Chen, Chen Qian, Chen Change Loy .[The Devil of Face Recognition is in the Noise](https://arxiv.org/pdf/1807.11649) .[J] arXiv preprint arXiv:1807.11649.

- Seyed Mehdi Iranmanesh, Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Nasser M. Nasrabadi .[Deep Sketch-Photo Face Recognition Assisted by Facial Attributes](https://arxiv.org/pdf/1808.00059) .[J] arXiv preprint arXiv:1808.00059.

- Sheng Chen, Jia Guo, Yang Liu, Xiang Gao, Zhen Han .[Global Norm-Aware Pooling for Pose-Robust Face Recognition at Low False  Positive Rate](https://arxiv.org/pdf/1808.00435) .[J] arXiv preprint arXiv:1808.00435.

- 【Pairwise Relation Network】Bong-Nam Kang, Yonghyun Kim, Daijin Kim .[Pairwise Relational Networks for Face Recognition](https://arxiv.org/pdf/1808.04976) .[J] arXiv preprint arXiv:1808.04976.

- 【GridFace】Zhou E, Cao Z, Sun J. [GridFace: Face Rectification via Learning Local Homography Transformations](https://arxiv.org/abs/1808.06210)[J]. arXiv preprint arXiv:1808.06210, 2018.

- Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Haochong Lan, Fang Zhao, Lin Xiong, Yan Xu, Jianshu Li, Sugiri Pranata, Shengmei Shen, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng .[Look Across Elapse: Disentangled Representation Learning and  Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition](https://arxiv.org/pdf/1809.00338) .[J] arXiv preprint arXiv:1809.00338.

- Xiaohang Zhan, Ziwei Liu, Junjie Yan, Dahua Lin, Chen Change Loy .[Consensus-Driven Propagation in Massive Unlabeled Data for Face  Recognition](https://arxiv.org/pdf/1809.01407) .[J] arXiv preprint arXiv:1809.01407.

- Xiang Wu, Huaibo Huang, Vishal M. Patel, Ran He, Zhenan Sun .[Disentangled Variational Representation for Heterogeneous Face  Recognition](https://arxiv.org/pdf/1809.01936) .[J] arXiv preprint arXiv:1809.01936.

- Saumya Kumaar, Abhinandan Dogra, Abrar Majeedi, Hanan Gani, Ravi M. Vishwanath, S N Omkar .[A Supervised Learning Methodology for Real-Time Disguised Face  Recognition in the Wild](https://arxiv.org/pdf/1809.02875) .[J] arXiv preprint arXiv:1809.02875.

- Jacek Komorowski, Przemyslaw Rokita .[Face Recognition Based on Sequence of Images](https://arxiv.org/pdf/1809.11069) .[J] arXiv preprint arXiv:1809.11069.

- Shiv Ram Dubey, Snehasis Mukherjee .[A Multi-Face Challenging Dataset for Robust Face Recognition](https://arxiv.org/pdf/1810.01898) .[J] arXiv preprint arXiv:1810.01898.

- Wesley Ramos dos Santos, Ivandre Paraboni .[Personality facets recognition from text](https://arxiv.org/pdf/1810.02980) .[J] arXiv preprint arXiv:1810.02980.

- Yitong Wang, Dihong Gong, Zheng Zhou, Xing Ji, Hao Wang, Zhifeng Li, Wei Liu, Tong Zhang .[Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition](https://arxiv.org/pdf/1810.07599) .[J] arXiv preprint arXiv:1810.07599.

- Yang Tan, Hongxin Lin, Zelin Xiao, Shengyong Ding, Hongyang Chao .[Face Recognition from Sequential Sparse 3D data via Deep Registration](https://arxiv.org/pdf/1810.09658) .[J] arXiv preprint arXiv:1810.09658.

- Yujie Zhong, Relja Arandjelović, Andrew Zisserman .[GhostVLAD for set-based face recognition](https://arxiv.org/pdf/1810.09951) .[J] arXiv preprint arXiv:1810.09951.

- Hsin-Rung Chou, Jia-Hong Lee, Yi-Ming Chan, Chu-Song Chen .[Data-specific Adaptive Threshold for Face Recognition and Authentication](https://arxiv.org/pdf/1810.11160) .[J] arXiv preprint arXiv:1810.11160.

- Daniel Sáez Trigueros, Li Meng, Margaret Hartnett .[Face Recognition: From Traditional to Deep Learning Methods](https://arxiv.org/pdf/1811.00116) .[J] arXiv preprint arXiv:1811.00116.

- Caroline Werther, Morgan Ferguson, Kevin Park, Troy Kling, Cuixian Chen, Yishi Wang .[Gender Effect on Face Recognition for a Large Longitudinal Database](https://arxiv.org/pdf/1811.03680) .[J] arXiv preprint arXiv:1811.03680.

- Vishal Agarwal .[Deep Face Quality Assessment](https://arxiv.org/pdf/1811.04346) .[J] arXiv preprint arXiv:1811.04346.

- Ahmed ElSayed, Elif Kongar, Ausif Mahmood, Tarek Sobh, Terrance Boult .[Neural Generative Models for 3D Faces with Application in 3D Texture Free Face Recognition](https://arxiv.org/pdf/1811.04358) .[J] arXiv preprint arXiv:1811.04358.

- Kaushal Bhogale, Nishant Shankar, Adheesh Juvekar, Asutosh Padhi .[Face Verification and Forgery Detection for Ophthalmic Surgery Images](https://arxiv.org/pdf/1811.06194) .[J] arXiv preprint arXiv:1811.06194.

- Bong-Nam Kang, Yonghyun Kim, Daijin Kim .[Pairwise Relational Networks using Local Appearance Features for Face Recognition](https://arxiv.org/pdf/1811.06405) .[J] arXiv preprint arXiv:1811.06405.

- Benjamin Yip, Garrett Bingham, Katherine Kempfert, Jonathan Fabish, Troy Kling, Cuixian Chen, Yishi Wang .[Preliminary Studies on a Large Face Database](https://arxiv.org/pdf/1811.06446) .[J] arXiv preprint arXiv:1811.06446.

- Benjamin Yip, Rachel Towner, Troy Kling, Cuixian Chen, Yishi Wang .[Image Pre-processing Using OpenCV Library on MORPH-II Face Database](https://arxiv.org/pdf/1811.06934) .[J] arXiv preprint arXiv:1811.06934.

- Yang Li, Sangwhan Cha .[Implementation of Robust Face Recognition System Using Live Video Feed Based on CNN](https://arxiv.org/pdf/1811.07339) .[J] arXiv preprint arXiv:1811.07339.

- Daniel C. Castro, Sebastian Nowozin .[Contextual Face Recognition with a Nested-Hierarchical Nonparametric Identity Model](https://arxiv.org/pdf/1811.07753) .[J] arXiv preprint arXiv:1811.07753.

- Chaorong Li, Huang Wei, Huafu Chen .[LGLG-WPCA: An Effective Texture-based Method for Face Recognition](https://arxiv.org/pdf/1811.08345) .[J] arXiv preprint arXiv:1811.08345.

- Maneet Singh, Richa Singh, Mayank Vatsa, Nalini Ratha, Rama Chellappa .[Recognizing Disguised Faces in the Wild](https://arxiv.org/pdf/1811.08837) .[J] arXiv preprint arXiv:1811.08837.

- Zhiyi Cheng, Xiatian Zhu, Shaogang Gong .[Low-Resolution Face Recognition](https://arxiv.org/pdf/1811.08965) .[J] arXiv preprint arXiv:1811.08965.

- Luo Jiang, Juyong Zhang, Bailin Deng .[Robust RGB-D Face Recognition Using Attribute-Aware Loss](https://arxiv.org/pdf/1811.09847) .[J] arXiv preprint arXiv:1811.09847.

- Shiming Ge, Shengwei Zhao, Chenyu Li, Jia Li .[Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation](https://arxiv.org/pdf/1811.09998) .[J] arXiv preprint arXiv:1811.09998.

- 【MobiFace】Chi Nhan Duong, Kha Gia Quach, Ngan Le, Nghia Nguyen, Khoa Luu .[MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices](https://arxiv.org/pdf/1811.11080) .[J] arXiv preprint arXiv:1811.11080.
[dataset:[Mobile_Face_Tracking](https://mobiface.github.io/)]

- Vidya Muthukumar, Tejaswini Pedapati, Nalini Ratha, Prasanna Sattigeri, Chai-Wah Wu, Brian Kingsbury, Abhishek Kumar, Samuel Thomas, Aleksandra Mojsilovic, Kush R. Varshney .[Understanding Unequal Gender Classification Accuracy from Face Images](https://arxiv.org/pdf/1812.00099) .[J] arXiv preprint arXiv:1812.00099.

- 【Dataset】Mei Wang, Weihong Deng, Jiani Hu, Jianteng Peng, Xunqiang Tao, Yaohai Huang .[Racial Faces in-the-Wild: Reducing Racial Bias by Deep Unsupervised Domain Adaptation](https://arxiv.org/pdf/1812.00194) .[J] arXiv preprint arXiv:1812.00194.

- Jingxiao Zheng, Rajeev Ranjan, Ching-Hui Chen, Jun-Cheng Chen, Carlos D. Castillo, Rama Chellappa .[An Automatic System for Unconstrained Video-Based Face Recognition](https://arxiv.org/pdf/1812.04058) .[J] arXiv preprint arXiv:1812.04058.

- Nesrine Grati, Achraf Ben-Hamadou, Mohamed Hammami .[Discriminant Patch Representation for RGB-D Face Recognition Using Convolutional Neural Networks](https://arxiv.org/pdf/1812.06829) .[J] arXiv preprint arXiv:1812.06829.

- Ayush Tewari, Florian Bernard, Pablo Garrido, Gaurav Bharaj, Mohamed Elgharib, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt .[FML: Face Model Learning from Videos](https://arxiv.org/pdf/1812.07603) .[J] arXiv preprint arXiv:1812.07603.

- Pavel Korshunov, Sebastien Marcel .[DeepFakes: a New Threat to Face Recognition? Assessment and Detection](https://arxiv.org/pdf/1812.08685) .[J] arXiv preprint arXiv:1812.08685.

- Trung Nguyen, Barth Lakshmanan, Weihua Sheng .[A Smart Security System with Face Recognition](https://arxiv.org/pdf/1812.09127) .[J] arXiv preprint arXiv:1812.09127.

- Matthew Q. Hill (1), Connor J. Parde (1), Carlos D. Castillo (2), Y. Ivette Colon (1), Rajeev Ranjan (2), Jun-Cheng Chen (2), Volker Blanz (3), Alice J. O'Toole (1) ((1) The University of Texas at Dallas, (2) University of Maryland, (3) University of Siegen)     .[Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed](https://arxiv.org/pdf/1812.10902) .[J] arXiv preprint arXiv:1812.10902.

- Xiaobo Wang, Shuo Wang, Shifeng Zhang, Tianyu Fu, Hailin Shi, Tao Mei .[Support Vector Guided Softmax Loss for Face Recognition](https://arxiv.org/pdf/1812.11317) .[J] arXiv preprint arXiv:1812.11317.



### 2019

- Mehryar Emambakhsh, Adrian Evans .[Nasal Patches and Curves for Expression-robust 3D Face Recognition](https://arxiv.org/pdf/1901.00206) .[J] arXiv preprint arXiv:1901.00206.

- Alireza Sepas-Moghaddam, Fernando Pereira, Paulo Lobato Correia .[Face Recognition: A Novel Multi-Level Taxonomy based Survey](https://arxiv.org/pdf/1901.00713) .[J] arXiv preprint arXiv:1901.00713.

- Yang Li, Sangwhan Cha .[Face Recognition System](https://arxiv.org/pdf/1901.02452) .[J] arXiv preprint arXiv:1901.02452.

- Thrupthi Ann John, Isha Dua, Vineeth N Balasubramanian, C. V. Jawahar .[Low-Cost Transfer Learning of Face Tasks](https://arxiv.org/pdf/1901.02675) .[J] arXiv preprint arXiv:1901.02675.

- Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey .[A Performance Comparison of Loss Functions for Deep Face Recognition](https://arxiv.org/pdf/1901.05903) .[J] arXiv preprint arXiv:1901.05903.

- Xiang Xu, Ioannis A. Kakadiaris .[Open Source Face Recognition Performance Evaluation Package](https://arxiv.org/pdf/1901.09447) .[J] arXiv preprint arXiv:1901.09447.

- 【Dataset】Michele Merler, Nalini Ratha, Rogerio S. Feris, John R. Smith .[Diversity in Faces](https://arxiv.org/pdf/1901.10436) .[J] arXiv preprint arXiv:1901.10436.

- Aythami Morales, Julian Fierrez, Ruben Vera-Rodriguez .[SensitiveNets: Learning Agnostic Representations with Application to Face Recognition](https://arxiv.org/pdf/1902.00334) .[J] arXiv preprint arXiv:1902.00334.

- 【Suvery】Stephen Balaban .[Deep learning and face recognition: the state of the art](https://arxiv.org/pdf/1902.03524) .[J] arXiv preprint arXiv:1902.03524.

- Ran He, Jie Cao, Lingxiao Song, Zhenan Sun, Tieniu Tan .[Cross-spectral Face Completion for NIR-VIS Heterogeneous Face Recognition](https://arxiv.org/pdf/1902.03565) .[J] arXiv preprint arXiv:1902.03565.

- Alex Santana dos Santos, Marcos Eduardo Valle .[Max-C and Min-D Projection Autoassociative Fuzzy Morphological Memories: Theory and Applications for Face Recognition](https://arxiv.org/pdf/1902.04144) .[J] arXiv preprint arXiv:1902.04144.

- Jian Zhao, Jianshu Li, Xiaoguang Tu, Fang Zhao, Yuan Xin, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng .[Multi-Prototype Networks for Unconstrained Set-based Face Recognition](https://arxiv.org/pdf/1902.04755) .[J] arXiv preprint arXiv:1902.04755.

- Slavko Kovacevic, Vuko Djaletic, Jelena Vukovic .[Face Recognition using Compressive Sensing](https://arxiv.org/pdf/1902.05388) .[J] arXiv preprint arXiv:1902.05388.

- Chen Change Loy, Dahua Lin, Wanli Ouyang, Yuanjun Xiong, Shuo Yang, Qingqiu Huang, Dongzhan Zhou, Wei Xia, Quanquan Li, Ping Luo, Junjie Yan, Jianfeng Wang, Zuoxin Li, Ye Yuan, Boxun Li, Shuai Shao, Gang Yu, Fangyun Wei, Xiang Ming, Dong Chen, Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li, Hongkai Zhang, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen, Wu Liu, Boyan Zhou, Huaxiong Li, Peng Cheng, Tao Mei, Artem Kukharenko, Artem Vasenin, Nikolay Sergievskiy, Hua Yang, Liangqi Li, Qiling Xu, Yuan Hong, Lin Chen, Mingjun Sun, Yirong Mao, Shiying Luo, Yongjun Li, Ruiping Wang, Qiaokang Xie, Ziyang Wu, Lei Lu, Yiheng Liu, Wengang Zhou .[WIDER Face and Pedestrian Challenge 2018: Methods and Results](https://arxiv.org/pdf/1902.06854) .[J] arXiv preprint arXiv:1902.06854.

- Sixue Gong, Yichun Shi, Nathan D. Kalka, Anil K. Jain .[Video Face Recognition: Component-wise Feature Aggregation Network (C-FAN)](https://arxiv.org/pdf/1902.07327) .[J] arXiv preprint arXiv:1902.07327.

- Sumit Agarwal, Harshit S. Sikchi, Suparna Rooj, Shubhobrata Bhattacharya, Aurobinda Routray .[Illumination-invariant Face recognition by fusing thermal and visual images via gradient transfer](https://arxiv.org/pdf/1902.08802) .[J] arXiv preprint arXiv:1902.08802.

- Qingyan Duan, Lei Zhang .[BoostGAN for Occlusive Profile Face Frontalization and Recognition](https://arxiv.org/pdf/1902.09782) .[J] arXiv preprint arXiv:1902.09782.

- Anubha Pearline.S, Hemalatha.M .[Face Recognition Under Varying Blur, Illumination and Expression in an Unconstrained Environment](https://arxiv.org/pdf/1902.10885) .[J] arXiv preprint arXiv:1902.10885.

- Yule Li .[MassFace: an efficient implementation using triplet loss for face recognition](https://arxiv.org/pdf/1902.11007) .[J] arXiv preprint arXiv:1902.11007.

- Yuhang Wu, Ioannis A. Kakadiaris .[Occlusion-guided compact template learning for ensemble deep network-based pose-invariant face recognition](https://arxiv.org/pdf/1903.04752) .[J] arXiv preprint arXiv:1903.04752.

- Zhe Chen, Xiao-Jun Wu, Josef Kittler .[Fisher Discriminative Least Square Regression with Self-Adaptive Weighting for Face Recognition](https://arxiv.org/pdf/1903.07833) .[J] arXiv preprint arXiv:1903.07833.

- Zhe Chen, Xiao-Jun Wu, Josef Kittler .[Non-negative representation based discriminative dictionary learning for face recognition](https://arxiv.org/pdf/1903.07836) .[J] arXiv preprint arXiv:1903.07836.

- Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He .[Dual Variational Generation for Low-Shot Heterogeneous Face Recognition](https://arxiv.org/pdf/1903.10203) .[J] arXiv preprint arXiv:1903.10203.

- Wei Hu, Yangyu Huang, Fan Zhang, Ruirui Li .[Noise-Tolerant Paradigm for Training Face Recognition CNNs](https://arxiv.org/pdf/1903.10357) .[J] arXiv preprint arXiv:1903.10357.

- Chollette C. Olisah, Lyndon Smith .[Understanding Unconventional Preprocessors in Deep Convolutional Neural Networks for Face Identification](https://arxiv.org/pdf/1904.00815) .[J] arXiv preprint arXiv:1904.00815.

- Shruti Nagpal, Maneet Singh, Richa Singh, Mayank Vatsa, Nalini Ratha .[Deep Learning for Face Recognition: Pride or Prejudiced?](https://arxiv.org/pdf/1904.01219) .[J] arXiv preprint arXiv:1904.01219.

- Javier Hernandez-Ortega, Javier Galbally, Julian Fierrez, Rudolf Haraksim, Laurent Beslay .[FaceQnet: Quality Assessment for Face Recognition based on Deep Learning](https://arxiv.org/pdf/1904.01740) .[J] arXiv preprint arXiv:1904.01740.

- Hao Wang, Dihong Gong, Zhifeng Li, Wei Liu .[Decorrelated Adversarial Learning for Age-Invariant Face Recognition](https://arxiv.org/pdf/1904.04972) .[J] arXiv preprint arXiv:1904.04972.

- Loc Hoang Tran, Linh Hoang Tran .[Tensor Sparse PCA and Face Recognition: A Novel Approach](https://arxiv.org/pdf/1904.08496) .[J] arXiv preprint arXiv:1904.08496.

- Ning Zhu .[Neural Architecture Search for Deep Face Recognition](https://arxiv.org/pdf/1904.09523) .[J] arXiv preprint arXiv:1904.09523.

- 【Survey】Xiang Wang, Kai Wang, Shiguo Lian .[A Survey on Face Data Augmentation](https://arxiv.org/pdf/1904.11685) .[J] arXiv preprint arXiv:1904.11685.

- Sixue Gong, Yichun Shi, Anil K. Jain, Nathan D. Kalka .[Recurrent Embedding Aggregation Network for Video Face Recognition](https://arxiv.org/pdf/1904.12019) .[J] arXiv preprint arXiv:1904.12019.

- Tao Li, Lei Lin .[AnonymousNet: Natural Face De-Identification with Measurable Privacy](https://arxiv.org/pdf/1904.12620) .[J] arXiv preprint arXiv:1904.12620.

- Yichun Shi, Anil K. Jain, Nathan D. Kalka .[Probabilistic Face Embeddings](https://arxiv.org/pdf/1904.09658) .[J] arXiv preprint arXiv:1904.09658.

- Xiao Zhang, Rui Zhao, Yu Qiao, Xiaogang Wang, Hongsheng Li .[AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations](https://arxiv.org/pdf/1905.00292) .[J] arXiv preprint arXiv:1905.00292.

- Stylianos Moschoglou, Stylianos Ploumpis, Mihalis Nicolaou, Athanasios Papaioannou, Stefanos Zafeiriou .[3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation](https://arxiv.org/pdf/1905.00307) .[J] arXiv preprint arXiv:1905.00307.

- Rinku Datta Rakshit, Dakshina Ranjan Kisku, Massimo Tistarelli, Phalguni Gupta .[Face Identification using Local Ternary Tree Pattern based Spatial Structural Components](https://arxiv.org/pdf/1905.00693) .[J] arXiv preprint arXiv:1905.00693.

- Zhaoxiang Liu, Huan Hu, Jinqiang Bai, Shaohua Li, Shiguo Lian .[Fine-grained Attention-based Video Face Recognition](https://arxiv.org/pdf/1905.01796) .[J] arXiv preprint arXiv:1905.01796.

- Jingxiao Zheng, Ruichi Yu, Jun-Cheng Chen, Boyu Lu, Carlos D. Castillo, Rama Chellappa .[Uncertainty Modeling of Contextual-Connection between Tracklets for Unconstrained Video-based Face Recognition](https://arxiv.org/pdf/1905.02756) .[J] arXiv preprint arXiv:1905.02756.

- Chaobing Zheng, Shiqian Wu, Wangming Xu, Shoulie Xie .[Illumination Normalization via Merging Locally Enhanced Textures for Robust Face Recognition](https://arxiv.org/pdf/1905.03904) .[J] arXiv preprint arXiv:1905.03904.

- Alireza Sepas-Moghaddam, Fernando Pereira, Paulo Lobato Correia .[Novel Long Short-Term Memory Cell Architectures: Application to Light Field Face Recognition](https://arxiv.org/pdf/1905.04421) .[J] arXiv preprint arXiv:1905.04421.

- Yushu Feng, Huan Wang, Daniel T. Yi, Roland Hu .[Triplet Distillation for Deep Face Recognition](https://arxiv.org/pdf/1905.04457) .[J] arXiv preprint arXiv:1905.04457.

- Timur Sokhin, Nikolay Butakov, Denis Nasonov .[User profiles matching for different social networks based on faces embeddings](https://arxiv.org/pdf/1905.06081) .[J] arXiv preprint arXiv:1905.06081.

- Xiao Chen, Zhi-Gang Jia, Yunfeng Cai, Mei-Xiang Zhao .[Relaxed 2-D Principal Component Analysis by $L_p$ Norm for Face Recognition](https://arxiv.org/pdf/1905.06458) .[J] arXiv preprint arXiv:1905.06458.

- Bayram Bayramli, Usman Ali, Te Qi, Hongtao Lu .[FH-GAN: Face Hallucination and Recognition using Generative Adversarial Network](https://arxiv.org/pdf/1905.06537) .[J] arXiv preprint arXiv:1905.06537.

- 【Model Compression】Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Ngan Le .[ShrinkTeaNet: Million-scale Lightweight Face Recognition via Shrinking Teacher-Student Networks](https://arxiv.org/pdf/1905.10620) .[J] arXiv preprint arXiv:1905.10620.

- Hanyang Kong, Jian Zhao, Xiaoguang Tu, Junliang Xing, Shengmei Shen, Jiashi Feng .[Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation](https://arxiv.org/pdf/1905.10777) .[J] arXiv preprint arXiv:1905.10777.

- Wojciech Michal Matkowski, Adams Wai Kin Kong, Han Su, Peng Chen, Rong Hou, Zhihe Zhang .[Giant Panda Face Recognition Using Small Dataset](https://arxiv.org/pdf/1905.11163) .[J] arXiv preprint arXiv:1905.11163.

- Vahid Mirjalili, Sebastian Raschka, Arun Ross .[FlowSAN: Privacy-enhancing Semi-Adversarial Networks to Confound Arbitrary Face-based Gender Classifiers](https://arxiv.org/pdf/1905.01388) .[J] arXiv preprint arXiv:1905.01388.

- 【Model Comression】Jayashree Karlekar, Jiashi Feng, Zi Sian Wong, Sugiri Pranata .[Deep Face Recognition Model Compression via Knowledge Transfer and Distillation](https://arxiv.org/pdf/1906.00619) .[J] arXiv preprint arXiv:1906.00619.

- Cho-Ying Wu, Jian-Jiun Ding .[Occluded Face Recognition Using Low-rank Regression with Generalized Gradient Direction](https://arxiv.org/pdf/1906.02429) .[J] arXiv preprint arXiv:1906.02429.

- 【Dataset】Shan Jia, Chuanbo Hu, Guodong Guo, Zhengquan Xu .[A database for face presentation attack using wax figure faces](https://arxiv.org/pdf/1906.11900) .[J] arXiv preprint arXiv:1906.11900

- Nai Bian, Feng Liang, Haisheng Fu, Bo Lei .[A Deep Image Compression Framework for Face Recognition](https://arxiv.org/pdf/1907.01714) .[J] arXiv preprint arXiv:1907.01714.

- Ankita Shukla, Gullal Singh Cheema, Saket Anand, Qamar Qureshi, Yadvendradev Jhala .[Primate Face Identification in the Wild](https://arxiv.org/pdf/1907.02642) .[J] arXiv preprint arXiv:1907.02642.

- Xiaofeng Liu, B.V.K Vijaya Kumar, Chao Yang, Qingming Tang, Jane You .[Dependency-aware Attention Control for Unconstrained Face Recognition with Image Sets](https://arxiv.org/pdf/1907.03030) .[J] arXiv preprint arXiv:1907.03030.

- Omid Abdollahi Aghdam, Behzad Bozorgtabar, Hazım Kemal Ekenel, Jean-Philippe Thiran .[Exploring Factors for Improving Low Resolution Face Recognition](https://arxiv.org/pdf/1907.10104) .[J] arXiv preprint arXiv:1907.10104.

- Yolanda D Austria, Luisito L. Lacatan, John Gregory D Funtera, Shawn C. Garcia, Jonet H. Montenegro, Laymar T. Santilleces .[Face Recognition for Motorcycle Engine Ignition with Messaging System](https://arxiv.org/pdf/1907.10385) .[J] arXiv preprint arXiv:1907.10385.

- Hayder Hamandi, Nabil Sarhan .[QRMODA and BRMODA: Novel Models for Face Recognition Accuracy in Computer Vision Systems with Adapted Video Streams](https://arxiv.org/pdf/1907.10559) .[J] arXiv preprint arXiv:1907.10559.

- Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi .[Attribute-Guided Deep Polarimetric Thermal-to-visible Face Recognition](https://arxiv.org/pdf/1907.11980) .[J] arXiv preprint arXiv:1907.11980.

- Xianyang Li .[AirFace:Lightweight and Efficient Model for Face Recognition](https://arxiv.org/pdf/1907.12256) .[J] arXiv preprint arXiv:1907.12256.

- Andrew Jason Shepley .[Deep Learning For Face Recognition: A Critical Analysis](https://arxiv.org/pdf/1907.12739) .[J] arXiv preprint arXiv:1907.12739.

- Shichao Li, Yi Zheng, Xiangju Lu, Bo Peng .[iCartoonFace: A Benchmark of Cartoon Person Recognition](https://arxiv.org/pdf/1907.13394) .[J] arXiv preprint arXiv:1907.13394.

- Veeru Talreja, Fariborz Taherkhani, Matthew C Valenti, Nasser M Nasrabadi .[Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition](https://arxiv.org/pdf/1908.01790) .[J] arXiv preprint arXiv:1908.01790.

- Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi .[Zero-Shot Deep Hashing and Neural Network Based Error Correction for Face Template Protection](https://arxiv.org/pdf/1908.02706) .[J] arXiv preprint arXiv:1908.02706.

- Andrew Jason Shepley .[Face Recognition in Unconstrained Conditions: A Systematic Review](https://arxiv.org/pdf/1908.04404) .[J] arXiv preprint arXiv:1908.04404.

- Bong-Nam Kang, Yonghyun Kim, Bongjin Jun, Daijin Kim .[Attentional Feature-Pair Relation Networks for Accurate Face Recognition](https://arxiv.org/pdf/1908.06255) .[J] arXiv preprint arXiv:1908.06255.

- Lingxue Song, Dihong Gong, Zhifeng Li, Changsong Liu, Wei Liu .[Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network](https://arxiv.org/pdf/1908.06290) .[J] arXiv preprint arXiv:1908.06290.

- Chris Xiaoxuan Lu, Xuan Kan, Bowen Du, Changhao Chen, Hongkai Wen, Andrew Markham, Niki Trigoni, John Stankovic .[Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues](https://arxiv.org/pdf/1908.09002) .[J] arXiv preprint arXiv:1908.09002.

- Jintao Zhang .[SeesawFaceNets: sparse and robust face verification model for mobile platform](https://arxiv.org/pdf/1908.09124) .[J] arXiv preprint arXiv:1908.09124.

- Fariborz Taherkhani, Jeremy Dawson, Nasser M. Nasrabadi .[Deep Sparse Band Selection for Hyperspectral Face Recognition](https://arxiv.org/pdf/1908.09630) .[J] arXiv preprint arXiv:1908.09630.

- Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey .[Hard-Mining Loss based Convolutional Neural Network for Face Recognition](https://arxiv.org/pdf/1908.09747) .[J] arXiv preprint arXiv:1908.09747.

- Yu Liu, Guanglu Song, Manyuan Zhang, Jihao Liu, Yucong Zhou, Junjie Yan .[Towards Flops-constrained Face Recognition](https://arxiv.org/pdf/1909.00632) .[J] arXiv preprint arXiv:1909.00632.

- 【Dataset】Muhammad Haris Khan, John McDonagh, Salman Khan, Muhammad Shahabuddin, Aditya Arora, Fahad Shahbaz Khan, Ling Shao, Georgios Tzimiropoulos .[AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces](https://arxiv.org/pdf/1909.04951) .[J] arXiv preprint arXiv:1909.04951.

- Amine Djerghri, Ahmed Rachid Hazourli, Alice Othmani .[Deep Multi-Facial patches Aggregation Network for Expression Classification from Face Images](https://arxiv.org/pdf/1909.10305) .[J] arXiv preprint arXiv:1909.10305.

- Mohammad Rasool Izadi .[Feature Level Fusion from Facial Attributes for Face Recognition](https://arxiv.org/pdf/1909.13126) .[J] arXiv preprint arXiv:1909.13126.

- Pavel Korshunov, Sébastien Marcel .[Vulnerability of Face Recognition to Deep Morphing](https://arxiv.org/pdf/1910.01933) .[J] arXiv preprint arXiv:1910.01933.

- Fania Mokhayeri, Eric Granger .[A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample](https://arxiv.org/pdf/1910.02192) .[J] arXiv preprint arXiv:1910.02192.

- Chun Pong Lau, Hossein Souri, Rama Chellappa .[ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence](https://arxiv.org/pdf/1910.03119) .[J] arXiv preprint arXiv:1910.03119.

- Zhengming Ding, Yandong Guo, Lei Zhang, Yun Fu .[Generative One-Shot Face Recognition](https://arxiv.org/pdf/1910.04860) .[J] arXiv preprint arXiv:1910.04860.

- Mengjia Yan, Mengao Zhao, Zining Xu, Qian Zhang, Guoli Wang, Zhizhong Su .[VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition](https://arxiv.org/pdf/1910.04985) .[J] arXiv preprint arXiv:1910.04985.

- Qiulei Dong, Jiayin Sun, Zhanyi Hu .[Face representation by deep learning: a linear encoding in a parameter space?](https://arxiv.org/pdf/1910.09768) .[J] arXiv preprint arXiv:1910.09768.

- Haiming Yu, Yin Fan, Keyu Chen, He Yan, Xiangju Lu, Junhui Liu, Danming Xie .[Unknown Identity Rejection Loss: Utilizing Unlabeled Data for Face Recognition](https://arxiv.org/pdf/1910.10896) .[J] arXiv preprint arXiv:1910.10896.

- Jian Li, Yan Wang, Xiubao Zhang, Weihong Deng, Haifeng Shen .[Metric Classification Network in Actual Face Recognition Scene](https://arxiv.org/pdf/1910.11563) .[J] arXiv preprint arXiv:1910.11563.

- Zuheng Ming, Junshi Xia, Muhammad Muzzamil Luqman, Jean-Christophe Burie, Kaixing Zhao.[Dynamic Multi-Task Learning for Face Recognition with Facial Expression](https://arxiv.org/pdf/1911.03281) [J]. arXiv preprint arXiv:1911.03281

- Zuheng Ming, Jean-Christophe Burie, Muhammad Muzzamil Luqman.[Dynamic Deep Multi-task Learning for Caricature-Visual Face Recognition](https://arxiv.org/pdf/1911.03341) [J]. arXiv preprint arXiv:1911.03341

- Ziyu Zhang, Feipeng Da, Yi Yu.[Data-Free Point Cloud Network for 3D Face Recognition](https://arxiv.org/pdf/1911.04731) [J]. arXiv preprint arXiv:1911.04731.

- Vítor Albiero, Kevin W. Bowyer, Kushal Vangara, Michael C. King .[Does Face Recognition Accuracy Get Better With Age? Deep Face Matchers Say No](https://arxiv.org/pdf/1911.06396) [J]. arXiv preprint arXiv:1911.06396.

- Adonis Emmanuel Tio .[Face shape classification using Inception v3](https://arxiv.org/pdf/1911.07916) [J]. arXiv preprint arXiv:1911.07916.

- Sixue Gong, Xiaoming Liu, Anil K. Jain .[DebFace: De-biasing Face Recognition](https://arxiv.org/pdf/1911.08080) [J]. arXiv preprint arXiv:1911.08080.

- Oran Gafni, Lior Wolf, Yaniv Taigman .[Live Face De-Identification in Video](https://arxiv.org/pdf/1911.08348) [J]. arXiv preprint arXiv:1911.08348.

- Sukhada Chokkadi, Sannidhan M S, Sudeepa K B, Abhir Bhandary .[A Study on various state of the art of the Art Face Recognition System using Deep Learning Techniques](https://arxiv.org/pdf/1911.08426) [J]. arXiv preprint arXiv:1911.08426.

- Mei Wang, Weihong Deng .[Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning](https://arxiv.org/pdf/1911.10692) [J]. arXiv preprint arXiv:1911.10692.

- Xi Yin, Ying Tai, Yuge Huang, Xiaoming Liu .[FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization](https://arxiv.org/pdf/1911.11680) [J]. arXiv preprint arXiv:1911.11680.

- Xiaobo Wang, Shifeng Zhang, Shuo Wang, Tianyu Fu, Hailin Shi, Tao Mei .[Mis-classified Vector Guided Softmax Loss for Face Recognition](https://arxiv.org/pdf/1912.00833) [J]. arXiv preprint arXiv:1912.00833.

- Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi .[Cross-Resolution Learning for Face Recognition](https://arxiv.org/pdf/1912.02851) [J]. arXiv preprint arXiv:1912.02851.

- Katia Huri, Eli David, Nathan S. Netanyahu .[DeepEthnic: Multi-Label Ethnic Classification from Face Images](https://arxiv.org/pdf/1912.02983) [J]. arXiv preprint arXiv:1912.02983.

- He-Feng Yin, Xiao-Jun Wu, Josef Kittler .[Face Recognition via Locality Constrained Low Rank Representation and Dictionary Learning](https://arxiv.org/pdf/1912.03145) [J]. arXiv preprint arXiv:1912.03145.

- Pei Xie, He-Feng Yin, Xiao-Jun Wu .[Low-rank representations with incoherent dictionary for face recognition](https://arxiv.org/pdf/1912.04478) [J]. arXiv preprint arXiv:1912.04478.

- Jacqueline G. Cavazos, P. Jonathon Phillips, Carlos D. Castillo, Alice J. O'Toole .[Accuracy comparison across face recognition algorithms: Where are we on measuring race bias?](https://arxiv.org/pdf/1912.07398) [J]. arXiv preprint arXiv:1912.07398.

- Wen Zhao, Xiao-Jun Wu, He-Feng Yin, Zi-Qi Li .[Collaborative representation-based robust face recognition by discriminative low-rank representation](https://arxiv.org/pdf/1912.07778) [J]. arXiv preprint arXiv:1912.07778.

- Aijing Yu, Haoxue Wu, Huaibo Huang, Zhen Lei, Ran He .[LAMP-HQ: A Large-Scale Multi-Pose High-Quality Database for NIR-VIS Face Recognition](https://arxiv.org/pdf/1912.07809) [J]. arXiv preprint arXiv:1912.07809.

- Meixiang Zhao, Zhigang Jia, Yunfeng Cai, Xiao Chen, Dunwei Gong .[Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition](https://arxiv.org/pdf/1912.09970) [J]. arXiv preprint arXiv:1912.09970.

- Vítor Albiero, Nisha Srinivas, Esteban Villalobos, Jorge Perez-Facuse, Roberto Rosenthal, Domingo Mery, Karl Ricanek, Kevin W. Bowyer .[Identity Document to Selfie Face Matching Across Adolescence](https://arxiv.org/pdf/1912.10021) [J]. arXiv preprint arXiv:1912.10021.

- Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey .[PSNet: Parametric Sigmoid Norm Based CNN for Face Recognition](https://arxiv.org/pdf/1912.10946) [J]. arXiv preprint arXiv:1912.10946.



### 2020

- Ali Dabouei, Fariborz Taherkhani, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi .[Boosting Deep Face Recognition via Disentangling Appearance and Geometry](https://arxiv.org/pdf/2001.04559) .[J] arXiv preprint arXiv:2001.04559

- Vansh Narula, Zhangyang (Atlas)Wang, Theodora Chaspari .[An adversarial learning framework for preserving users' anonymity in face-based emotion recognition](https://arxiv.org/pdf/2001.06103) .[J] arXiv preprint arXiv:2001.06103

- Ning Yuan, Xiao-Jun Wu, He-Feng Yin .[Face Verification via learning the kernel matrix](https://arxiv.org/pdf/2001.07323) .[J] arXiv preprint arXiv:2001.07323

- Sara Shahsavarani, Morteza Analoui, Reza Shoja Ghiass .[M^2 Deep-ID: A Novel Model for Multi-View Face Identification Using Convolutional Deep Neural Networks](https://arxiv.org/pdf/2001.07871) .[J] arXiv preprint arXiv:2001.07871

- Nils Gessert, Alexander Schlaefer .[Learning Preference-Based Similarities from Face Images using Siamese Multi-Task CNNs](https://arxiv.org/pdf/2001.09371) .[J] arXiv preprint arXiv:2001.09371

- Shervan Fekri-Ershad .[Developing a gender classification approach in human face images using modified local binary patterns and tani-moto based nearest neighbor algorithm](https://arxiv.org/pdf/2001.10966) .[J] arXiv preprint arXiv:2001.10966

- Haoyu Qin .[Asymmetric Rejection Loss for Fairer Face Recognition](https://arxiv.org/pdf/2002.03276) .[J] arXiv preprint arXiv:2002.03276

- Philipp Terhörst, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper .[Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization](https://arxiv.org/pdf/2002.03592) .[J] arXiv preprint arXiv:2002.03592

- Yuge Huang, Pengcheng Shen, Ying Tai, Shaoxin Li, Xiaoming Liu, Jilin Li, Feiyue Huang, Rongrong Ji .[Distribution Distillation Loss: Generic Approach for Improving Face Recognition from Hard Samples](https://arxiv.org/pdf/2002.03662) .[J] arXiv preprint arXiv:2002.03662

- George Ekladious, Hugo Lemoine, Eric Granger, Kaveh Kamali, Salim Moudache .[Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition](https://arxiv.org/pdf/2002.04206) .[J] arXiv preprint arXiv:2002.04206

- Alperen Kantarcı, Hazım Kemal Ekenel .[Thermal to Visible Face Recognition Using Deep Autoencoders](https://arxiv.org/pdf/2002.04219) .[J] arXiv preprint arXiv:2002.04219

- Ryan Steed, Aylin Caliskan .[Machines Learn Appearance Bias in Face Recognition](https://arxiv.org/pdf/2002.05636) .[J] arXiv preprint arXiv:2002.05636

- Connor J. Parde, Y. Ivette Colón, Matthew Q. Hill, Carlos D. Castillo, Prithviraj Dhar, Alice J. O'Toole .[Single Unit Status in Deep Convolutional Neural Network Codes for Face Identification: Sparseness Redefined](https://arxiv.org/pdf/2002.06274) .[J] arXiv preprint arXiv:2002.06274

- Joseph P Robinson, Gennady Livitz, Yann Henon, Can Qin, Yun Fu, Samson Timoner .[Face Recognition: Too Bias, or Not Too Bias?](https://arxiv.org/pdf/2002.06483) .[J] arXiv preprint arXiv:2002.06483

- Philipp Terhörst, Marco Huber, Naser Damer, Florian Kirchbuchner, Arjan Kuijper .[Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition](https://arxiv.org/pdf/2002.09181) .[J] arXiv preprint arXiv:2002.09181

- Hao-Chiang Shao, Kang-Yu Liu, Chia-Wen Lin, Jiwen Lu .[DotFAN: A Domain-transferred Face Augmentation Network for Pose and Illumination Invariant Face Recognition](https://arxiv.org/pdf/2002.09859) .[J] arXiv preprint arXiv:2002.09859

- Yichun Shi, Xiang Yu, Kihyuk Sohn, Manmohan Chandraker, Anil K. Jain .[Towards Universal Representation Learning for Deep Face Recognition](https://arxiv.org/pdf/2002.11841) .[J] arXiv preprint arXiv:2002.11841

- Eran Hof, Amichai Sanderovich, Evyatar Hemo .[Face Verification Using 60~GHz 802.11 waveforms](https://arxiv.org/pdf/2002.11965) .[J] arXiv preprint arXiv:2002.11965

- Martins Bruveris, Jochem Gietema, Pouria Mortazavian, Mohan Mahadevan .[Reducing Geographic Performance Differential for Face Recognition](https://arxiv.org/pdf/2002.12093) .[J] arXiv preprint arXiv:2002.12093

- Hardik Uppal, Alireza Sepas-Moghaddam, Michael Greenspan, Ali Etemad .[Attention-aware fusion RGB-D face recognition](https://arxiv.org/pdf/2003.00168) .[J] arXiv preprint arXiv:2003.00168

- MyeongAh Cho, Taeoh Kim, Ig-Jae Kim, Sangyoun Lee .[Relational Deep Feature Learning for Heterogeneous Face Recognition](https://arxiv.org/pdf/2003.00697) .[J] arXiv preprint arXiv:2003.00697

- Yu-Sheng Lin, Zhe-Yu Liu, Yu-An Chen, Yu-Siang Wang, Hsin-Ying Lee, Yi-Rong Chen, Ya-Liang Chang, Winston H. Hsu .[xCos: An Explainable Cosine Metric for Face Verification Task](https://arxiv.org/pdf/2003.05383) .[J] arXiv preprint arXiv:2003.05383

- Zuheng Ming, Jean-Christophe Burie, Muhammad Muzzamil Luqman .[Cross-modal Multi-task Learning for Graphic Recognition of Caricature Face](https://arxiv.org/pdf/2003.05787) .[J] arXiv preprint arXiv:2003.05787

- Chi Nhan Duong, Thanh-Dat Truong, Kha Gia Quach, Hung Bui, Kaushik Roy, Khoa Luu .[Vec2Face: Unveil Human Faces from their Blackbox Features in Face Recognition](https://arxiv.org/pdf/2003.06958) .[J] arXiv preprint arXiv:2003.06958

- Jianzhu Guo, Xiangyu Zhu, Chenxu Zhao, Dong Cao, Zhen Lei, Stan Z. Li .[Learning Meta Face Recognition in Unseen Domains](https://arxiv.org/pdf/2003.07733) .[J] arXiv preprint arXiv:2003.07733

- [Dataset]Zhongyuan Wang, Guangcheng Wang, Baojin Huang, Zhangyang Xiong, Qi Hong, Hao Wu, Peng Yi, Kui Jiang, Nanxi Wang, Yingjiao Pei, Heling Chen, Yu Miao, Zhibing Huang, Jinbi Liang .[Masked Face Recognition Dataset and Application](https://arxiv.org/pdf/2003.09093) .[J] arXiv preprint arXiv:2003.09093

- Xinyu Zhang, Yang Zhao, Hao Zhang .[Dual-discriminator GAN: A GAN way of profile face recognition](https://arxiv.org/pdf/2003.09116) .[J] arXiv preprint arXiv:2003.09116

- Huawei Wei, Peng Lu, Yichen Wei .[Balanced Alignment for Face Recognition: A Joint Learning Approach](https://arxiv.org/pdf/2003.10168) .[J] arXiv preprint arXiv:2003.10168

- [Dataset]Viktor Varkarakis, Peter Corcoran .[Dataset Cleaning -- A Cross Validation Methodology for Large Facial Datasets using Face Recognition](https://arxiv.org/pdf/2003.10815) .[J] arXiv preprint arXiv:2003.10815

- Amir Livne, Alex Bronstein, Ron Kimmel, Ziv Aviv, Shahaf Grofit .[Do We Need Depth in State-Of-The-Art Face Authentication?](https://arxiv.org/pdf/2003.10895) .[J] arXiv preprint arXiv:2003.10895

- Luan Nguyen, Sunpreet S. Arora, Yuhang Wu, Hao Yang .[Adversarial Light Projection Attacks on Face Recognition Systems: A Feasibility Study](https://arxiv.org/pdf/2003.11145) .[J] arXiv preprint arXiv:2003.11145

- Jie Chang, Zhonghao Lan, Changmao Cheng, Yichen Wei .[Data Uncertainty Learning in Face Recognition](https://arxiv.org/pdf/2003.11339) .[J] arXiv preprint arXiv:2003.11339

- Dong Cao, Xiangyu Zhu, Xingyu Huang, Jianzhu Guo, Zhen Lei .[Domain Balancing: Face Recognition on Long-Tailed Domains](https://arxiv.org/pdf/2003.13791) .[J] arXiv preprint arXiv:2003.13791

- Yuge Huang, Yuhan Wang, Ying Tai, Xiaoming Liu, Pengcheng Shen, Shaoxin Li, Jilin Li, Feiyue Huang .[CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition](https://arxiv.org/pdf/2004.00288) [J]. arXiv preprint arXiv:2004.00288.

- Philipp Terhörst, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper .[Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition](https://arxiv.org/pdf/2004.01019) [J]. arXiv preprint arXiv:2004.01019.

- Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen .[Clustering based Contrastive Learning for Improving Face Representations](https://arxiv.org/pdf/2004.02195) [J]. arXiv preprint arXiv:2004.02195.

- Yang Zhang, Changhui Hu, Xiaobo Lu .[Adaptive Multiscale Illumination-Invariant Feature Representation for Undersampled Face Recognition](https://arxiv.org/pdf/2004.03153) [J]. arXiv preprint arXiv:2004.03153.

- P. J. B. Hancock, R. S. Somai, V. R. Mileva, A. K. Bobak .[Convolutional neural net face recognition works in non-human-like ways](https://arxiv.org/pdf/2004.04069) [J]. arXiv preprint arXiv:2004.04069.

- Thanh-Dat Truong, Chi Nhan Duong, Kha Gia Quach, Dung Nguyen, Ngan Le, Khoa Luu, Tien D. Bui .[Beyond Disentangled Representations: An Attentive Angular Distillation Approach to Large-scale Lightweight Age-Invariant Face Recognition](https://arxiv.org/pdf/2004.05085) [J]. arXiv preprint arXiv:2004.05085.

- Yaoyao Zhong, Weihong Deng .[Towards Transferable Adversarial Attack against Deep Face Recognition](https://arxiv.org/pdf/2004.05790) [J]. arXiv preprint arXiv:2004.05790.

- Pablo Barros, Nikhil Churamani, Alessandra Sciutti .[The FaceChannel: A Light-weight Deep Neural Network for Facial Expression Recognition](https://arxiv.org/pdf/2004.08195) [J]. arXiv preprint arXiv:2004.08195.

- Xing Di, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel .[Multi-Scale Thermal to Visible Face Verification via Attribute Guided Synthesis](https://arxiv.org/pdf/2004.09502) [J]. arXiv preprint arXiv:2004.09502.

- Shurun Wang, Shiqi Wang, Wenhan Yang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao .[Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression](https://arxiv.org/pdf/2004.10043) [J]. arXiv preprint arXiv:2004.10043.

- Ignacio Serna, Aythami Morales, Julian Fierrez, Manuel Cebrian, Nick Obradovich, Iyad Rahwan .[SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning](https://arxiv.org/pdf/2004.11246) [J]. arXiv preprint arXiv:2004.11246.

- Mohammadhossein Toutiaee, Soheyla Amirian, John A. Miller, Sheng Li .[Stereotype-Free Classification of Fictitious Faces](https://arxiv.org/pdf/2005.02157) [J]. arXiv preprint arXiv:2005.02157.

- Fariborz Taherkhani, Veeru Talreja, Jeremy Dawson, Matthew C. Valenti, Nasser M. Nasrabadi .[PF-cpGAN: Profile to Frontal Coupled GAN for Face Recognition in the Wild](https://arxiv.org/pdf/2005.02166) [J]. arXiv preprint arXiv:2005.02166.

- Miaohua Zhang, Yongsheng Gao, Fanhua Shang .[A Unified Weight Learning and Low-Rank Regression Model for Robust Face Recognition](https://arxiv.org/pdf/2005.04619) [J]. arXiv preprint arXiv:2005.04619.

- Faisal R. Al-Osaimi .[Learning Descriptors Invariance Through Equivalence Relations Within Manifold: A New Approach to Expression Invariant 3D Face Recognition](https://arxiv.org/pdf/2005.04823) [J]. arXiv preprint arXiv:2005.04823.

- Aysan Aghazadeh, Maryam Amirmazlaghani .[A Novel Distributed Approximate Nearest Neighbor Method for Real-time Face Recognition](https://arxiv.org/pdf/2005.05824) [J]. arXiv preprint arXiv:2005.05824.

- M.A.P. Chamikara, P. Bertok, I. Khalil, D. Liu, S. Camtepe .[Privacy Preserving Face Recognition Utilizing Differential Privacy](https://arxiv.org/pdf/2005.10486) [J]. arXiv preprint arXiv:2005.10486.

- Yonghyun Kim, Wonpyo Park, Myung-Cheol Roh, Jongju Shin .[GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face Recognition](https://arxiv.org/pdf/2005.10497) [J]. arXiv preprint arXiv:2005.10497.

- Bing Cao, Nannan Wang, Xinbo Gao, Jie Li, Zhifeng Li .[Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition](https://arxiv.org/pdf/2005.11945) [J]. arXiv preprint arXiv:2005.11945.

- Dana Weitzner, David Mendlovic, Raja Giryes .[Face Authentication from Grayscale Coded Light Field](https://arxiv.org/pdf/2006.00473) [J]. arXiv preprint arXiv:2006.00473.

- Firas Abbaas, Gursel Serpen .[Evaluation of biometric user authentication using an ensemble classifier with face and voice recognition](https://arxiv.org/pdf/2006.00548) [J]. arXiv preprint arXiv:2006.00548.

- Javier Hernandez-Ortega, Javier Galbally, Julian Fierrez, Laurent Beslay .[Biometric Quality: Review and Application to Face Recognition with FaceQnet](https://arxiv.org/pdf/2006.03298) [J]. arXiv preprint arXiv:2006.03298.

- Marius Arvinte, Ahmed H. Tewfik, Sriram Vishwanath .[Robust Face Verification via Disentangled Representations](https://arxiv.org/pdf/2006.03638) [J]. arXiv preprint arXiv:2006.03638.

- Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo .[Building a Heterogeneous, Large Scale Morphable Face Model](https://arxiv.org/pdf/2006.03840) [J]. arXiv preprint arXiv:2006.03840.

- Jiahao Huo, Terence L van Zyl .[Unique Faces Recognition in Videos](https://arxiv.org/pdf/2006.05713) [J]. arXiv preprint arXiv:2006.05713.

- Xiang Xu, Nikolaos Sarafianos, Ioannis A. Kakadiaris .[On Improving the Generalization of Face Recognition in the Presence of Occlusions](https://arxiv.org/pdf/2006.06787) [J]. arXiv preprint arXiv:2006.06787.

- Sixue Gong, Xiaoming Liu, Anil K. Jain .[Mitigating Face Recognition Bias via Group Adaptive Classifier](https://arxiv.org/pdf/2006.07576) [J]. arXiv preprint arXiv:2006.07576.

- Prithviraj Dhar, Joshua Gleason, Hossein Souri, Carlos D. Castillo, Rama Chellappa .[An adversarial learning algorithm for mitigating gender bias in face recognition](https://arxiv.org/pdf/2006.07845) [J]. arXiv preprint arXiv:2006.07845.

- Dan Zeng, Raymond Veldhuis, Luuk Spreeuwers .[A survey of face recognition techniques under occlusion](https://arxiv.org/pdf/2006.11366) [J]. arXiv preprint arXiv:2006.11366.

- Delong Chen, Fan Liu, Zewen Li .[Deep Learning Based Single Sample Per Person Face Recognition: A Survey](https://arxiv.org/pdf/2006.11395) [J]. arXiv preprint arXiv:2006.11395.

- Sushma Venkatesh, Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja, Naser Damer, Christoph Busch .[Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? -- Vulnerability and Detection](https://arxiv.org/pdf/2007.03621) [J]. arXiv preprint arXiv:2007.03621.

- Xiao Yang, Dingcheng Yang, Yinpeng Dong, Wenjian Yu, Hang Su, Jun Zhu .[Delving into the Adversarial Robustness on Face Recognition](https://arxiv.org/pdf/2007.04118) [J]. arXiv preprint arXiv:2007.04118.

- Hugo Proença .[The UU-Net: Reversible Face De-Identification for Visual Surveillance Video Footage](https://arxiv.org/pdf/2007.04316) [J]. arXiv preprint arXiv:2007.04316.

- Fu Xiong, Yang Xiao, Zhiguo Cao, Yancheng Wang, Joey Tianyi Zhou, Jianxi Wu .[ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification](https://arxiv.org/pdf/2007.05720) [J]. arXiv preprint arXiv:2007.05720.

- Xiaobo Wang, Shuo Wang, Cheng Chi, Shifeng Zhang, Tao Mei .[Loss Function Search for Face Recognition](https://arxiv.org/pdf/2007.06542) [J]. arXiv preprint arXiv:2007.06542.

- Aruni RoyChowdhury, Xiang Yu, Kihyuk Sohn, Erik Learned-Miller, Manmohan Chandraker .[Improving Face Recognition by Clustering Unlabeled Faces in the Wild](https://arxiv.org/pdf/2007.06995) [J]. arXiv preprint arXiv:2007.06995.

- Fernando Alonso-Fernandez, Javier Barrachina, Kevin Hernandez-Diaz, Josef Bigun .[SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms](https://arxiv.org/pdf/2007.08566) [J]. arXiv preprint arXiv:2007.08566.

- Mozhdeh Rouhsedaghat, Yifan Wang, Xiou Ge, Shuowen Hu, Suya You, C.-C. Jay Kuo .[FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method](https://arxiv.org/pdf/2007.09510) [J]. arXiv preprint arXiv:2007.09510.

- Dan Zeng, Hailin Shi, Hang Du, Jun Wang, Zhen Lei, Tao Mei .[NPCFace: A Negative-Positive Cooperation Supervision for Training Large-scale Face Recognition](https://arxiv.org/pdf/2007.10172) [J]. arXiv preprint arXiv:2007.10172.

- Kenneth Lai, Svetlana N. Yanushkevich .[Multi-Metric Evaluation of Thermal-to-Visual Face Recognition](https://arxiv.org/pdf/2007.11987) [J]. arXiv preprint arXiv:2007.11987.

- Naser Damer, Jonas Henry Grebe, Cong Chen, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper .[The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study](https://arxiv.org/pdf/2007.13521) [J]. arXiv preprint arXiv:2007.13521.

- Zhicheng Cao, Xi Cen, Liaojun Pang .[HyperFaceNet: A Hyperspectral Face Recognition Method Based on Deep Fusion](https://arxiv.org/pdf/2008.00498) [J]. arXiv preprint arXiv:2008.00498.

- Jonathan R. Williford, Brandon B. May, Jeffrey Byrne .[Explainable Face Recognition](https://arxiv.org/pdf/2008.00916) [J]. arXiv preprint arXiv:2008.00916.

- Puspita Majumdar, Saheb Chhabra, Richa Singh, Mayank Vatsa .[Subclass Contrastive Loss for Injured Face Recognition](https://arxiv.org/pdf/2008.01993) [J]. arXiv preprint arXiv:2008.01993.

- Thomas Truong, Jonathan Graf, Svetlana Yanushkevich .[Hybrid Score- and Rank-level Fusion for Person Identification using Face and ECG Data](https://arxiv.org/pdf/2008.03353) [J]. arXiv preprint arXiv:2008.03353.

- Yingguo Xu, Lei Zhang, Qingyan Duan .[Domain Private and Agnostic Feature for Modality Adaptive Face Recognition](https://arxiv.org/pdf/2008.03848) [J]. arXiv preprint arXiv:2008.03848.

- Arslan Ali, Matteo Testa, Tiziano Bianchi, Enrico Magli .[BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions](https://arxiv.org/pdf/2008.06021) [J]. arXiv preprint arXiv:2008.06021.

- Yonghyun Kim, Wonpyo Park, Jongju Shin .[BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition](https://arxiv.org/pdf/2008.06674) [J]. arXiv preprint arXiv:2008.06674.

- Adnane Cabani, Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi .[MaskedFace-Net -- A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19](https://arxiv.org/pdf/2008.08016) [J]. arXiv preprint arXiv:2008.08016.

- Cedric Nimpa Fondje, Shuowen Hu, Nathaniel J. Short, Benjamin S. Riggan .[Cross-Domain Identification for Thermal-to-Visible Face Recognition](https://arxiv.org/pdf/2008.08473) [J]. arXiv preprint arXiv:2008.08473.

- Aqeel Anwar, Arijit Raychowdhury .[Masked Face Recognition for Secure Authentication](https://arxiv.org/pdf/2008.11104) [J]. arXiv preprint arXiv:2008.11104.

- Weidi Xie, Jeffrey Byrne, Andrew Zisserman .[Inducing Predictive Uncertainty Estimation for Face Recognition](https://arxiv.org/pdf/2009.00603) [J]. arXiv preprint arXiv:2009.00603.

- Yunus Can Bilge, Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis, Pinar Duygulu .[Red Carpet to Fight Club: Partially-supervised Domain Transfer for Face Recognition in Violent Videos](https://arxiv.org/pdf/2009.07576) [J]. arXiv preprint arXiv:2009.07576.

- Pablo Barros, Nikhil Churamani, Alessandra Sciutti .[The FaceChannel: A Fast & Furious Deep Neural Network for Facial Expression Recognition](https://arxiv.org/pdf/2009.07635) [J]. arXiv preprint arXiv:2009.07635.

- Tomáš Sixta, Julio C. S. Jacques Junior, Pau Buch-Cardona, Eduard Vazquez, Sergio Escalera .[FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition](https://arxiv.org/pdf/2009.07838) [J]. arXiv preprint arXiv:2009.07838.

- Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He .[DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition](https://arxiv.org/pdf/2009.09399) [J]. arXiv preprint arXiv:2009.09399.

- Ali Almadan, Anoop Krishnan, Ajita Rattani .[BWCFace: Open-set Face Recognition using Body-worn Camera](https://arxiv.org/pdf/2009.11458) [J]. arXiv preprint arXiv:2009.11458.

- Qian Li, Nan Guo, Xiaochun Ye, Dongrui Fan, Zhimin Tang .[Video Face Recognition System: RetinaFace-mnet-faster and Secondary Search](https://arxiv.org/pdf/2009.13167) [J]. arXiv preprint arXiv:2009.13167.

- Hang Du, Hailin Shi, Dan Zeng, Tao Mei .[The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances](https://arxiv.org/pdf/2009.13290) [J]. arXiv preprint arXiv:2009.13290.

- Zhiqian You, Tingting Yang, Miao Jin .[Multi-channel Deep 3D Face Recognition](https://arxiv.org/pdf/2009.14743) [J]. arXiv preprint arXiv:2009.14743.

- Alejandro Peña, Julian Fierrez, Agata Lapedriza, Aythami Morales .[Learning Emotional-Blinded Face Representations](https://arxiv.org/pdf/2009.08704) [J]. arXiv preprint arXiv:2009.08704.

- Ha Le, Ioannis A. Kakadiaris .[DBLFace: Domain-Based Labels for NIR-VIS Heterogeneous Face Recognition](https://arxiv.org/pdf/2010.03771) [J]. arXiv preprint arXiv:2010.03771.

- Giulia Orrù, Marco Micheletto, Julian Fierrez, Gian Luca Marcialis .[Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset](https://arxiv.org/pdf/2010.04072) [J]. arXiv preprint arXiv:2010.04072.

- Rohith Pudari, Sunil Bhutada, Sai Pavan Mudavath .[Real Time Face Recognition Using Convoluted Neural Networks](https://arxiv.org/pdf/2010.04517) [J]. arXiv preprint arXiv:2010.04517.

- Xiang An, Xuhan Zhu, Yang Xiao, Lan Wu, Ming Zhang, Yuan Gao, Bin Qin, Debing Zhang, Ying Fu.[Partial FC: Training 10 Million Identities on a Single Machine

](https://arxiv.org/abs/2010.05222)[J]. arXiv preprint arXiv:2010.05222.
[code:[deepinsight/insightface/recognition/partial_fc](https://github.com/deepinsight/insightface/tree/master/recognition/partial_fc); ]

- Ihor Protsenko, Taras Lehinevych, Dmytro Voitekh, Ihor Kroosh, Nick Hasty, Anthony Johnson .[Self-attention aggregation network for video face representation and recognition](https://arxiv.org/pdf/2010.05340) [J]. arXiv preprint arXiv:2010.05340.

- John J. Howard, Yevgeniy B. Sirotin, Jerry L. Tipton, Arun R. Vemury .[Quantifying the Extent to Which Race and Gender Features Determine Identity in Commercial Face Recognition Algorithms](https://arxiv.org/pdf/2010.07979) [J]. arXiv preprint arXiv:2010.07979.

- Cuican Yu, Zihui Zhang, Huibin Li .[Reconstructing A Large Scale 3D Face Dataset for Deep 3D Face Identification](https://arxiv.org/pdf/2010.08391) [J]. arXiv preprint arXiv:2010.08391.

- Paulo R C Mendes, Antonio J G Busson, Sérgio Colcher, Daniel Schwabe, Álan L V Guedes, Carlos Laufer .[A Cluster-Matching-Based Method for Video Face Recognition](https://arxiv.org/pdf/2010.11732) [J]. arXiv preprint arXiv:2010.11732.

- Vahid Reza Khazaie, Nicky Bayat, Yalda Mohsenzadeh .[IPU-Net: Multi Scale Identity-Preserved U-Net for Low Resolution Face Recognition](https://arxiv.org/pdf/2010.12249) [J]. arXiv preprint arXiv:2010.12249.

- Ashish Ranjan, Varun Nagesh Jolly Behera, Motahar Reza .[A Parallel Approach for Real-Time Face Recognition from a Large Database](https://arxiv.org/pdf/2011.00443) [J]. arXiv preprint arXiv:2011.00443.

- In Seop Na, Chung Tran, Dung Nguyen, Sang Dinh .[Facial UV Map Completion for Pose-invariant Face Recognition: A Novel Adversarial Approach based on Coupled Attention Residual UNets](https://arxiv.org/pdf/2011.00912) [J]. arXiv preprint arXiv:2011.00912.

- Daksha Yadav, Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore .[Age Gap Reducer-GAN for Recognizing Age-Separated Faces](https://arxiv.org/pdf/2011.05897) [J]. arXiv preprint arXiv:2011.05897.

- Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez, Agata Lapedriza .[Facial Expressions as a Vulnerability in Face Recognition](https://arxiv.org/pdf/2011.08809) [J]. arXiv preprint arXiv:2011.08809.

- Mozhdeh Rouhsedaghat, Yifan Wang, Shuowen Hu, Suya You, C.-C. Jay Kuo .[Low-Resolution Face Recognition In Resource-Constrained Environments](https://arxiv.org/pdf/2011.11674) [J]. arXiv preprint arXiv:2011.11674.

- Kavan Adeshara, Vinayak Elangovan .[Face recognition using PCA integrated with Delaunay triangulation](https://arxiv.org/pdf/2011.12786) [J]. arXiv preprint arXiv:2011.12786.

- S. W. Arachchilage, E. Izquierdo .[ClusterFace: Joint Clustering and Classification for Set-Based Face Recognition](https://arxiv.org/pdf/2011.13360) [J]. arXiv preprint arXiv:2011.13360.

- S. W. Arachchilage, E. Izquierdo .[SSDL: Self-Supervised Domain Learning for Improved Face Recognition](https://arxiv.org/pdf/2011.13361) [J]. arXiv preprint arXiv:2011.13361.

- Sandesh Ramesh, Manoj Kumar M V, Sanjay H A .[E-Pro: Euler Angle and Probabilistic Model for Face Detection and Recognition](https://arxiv.org/pdf/2011.14200) [J]. arXiv preprint arXiv:2011.14200.

- Sandesh Ramesh, Manoj Kumar M V, K Aditya Shastry .[REaL: Real-time Face Detection and Recognition Using Euclidean Space and Likelihood Estimation](https://arxiv.org/pdf/2011.14603) [J]. arXiv preprint arXiv:2011.14603.

- Almabrok Essa, Vijayan Asari .[High Order Local Directional Pattern Based Pyramidal Multi-structure for Robust Face Recognition](https://arxiv.org/pdf/2012.06838) [J]. arXiv preprint arXiv:2012.06838.

- Eric Lopez-Lopez, Carlos V. Regueiro, Xose M. Pardo .[Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition](https://arxiv.org/pdf/2012.09571) [J]. arXiv preprint arXiv:2012.09571.



### 2021

- Hardik Uppal, Alireza Sepas-Moghaddam, Michael Greenspan, Ali Etemad .[Depth as Attention for Face Representation Learning](https://arxiv.org/pdf/2101.00652) [J]. arXiv preprint arXiv:2101.00652.

- Alireza Sepas-Moghaddam, Ali Etemad, Fernando Pereira, Paulo Lobato Correia .[CapsField: Light Field-based Face and Expression Recognition in the Wild using Capsule Routing](https://arxiv.org/pdf/2101.03503) [J]. arXiv preprint arXiv:2101.03503.

- [TOOL]Jun Wang, Yinglu Liu, Yibo Hu, Hailin Shi, Tao Mei .[FaceX-Zoo: A PyTorch Toolbox for Face Recognition](https://arxiv.org/pdf/2101.04407) [J]. arXiv preprint arXiv:2101.04407.

- Gaoang Wang, Lin Chen, Tianqiang Liu, Mingwei He, Jiebo Luo .[DAIL: Dataset-Aware and Invariant Learning for Face Recognition](https://arxiv.org/pdf/2101.05419) [J]. arXiv preprint arXiv:2101.05419.

- Marcus de Assis Angeloni, Helio Pedrini .[Improving Makeup Face Verification by Exploring Part-Based Representations](https://arxiv.org/pdf/2101.07338) [J]. arXiv preprint arXiv:2101.07338.

- Jing Xu, Tszhang Guo, Fan Ye, Zenglin Xu, Kun Bai .[MultiFace: A Generic Training Mechanism for Boosting Face Recognition Performance](https://arxiv.org/pdf/2101.09899) [J]. arXiv preprint arXiv:2101.09899.

- Nuredin Ali .[Exploring Transfer Learning on Face Recognition of Dark Skinned, Low Quality and Low Resource Face Data](https://arxiv.org/pdf/2101.10809) [J]. arXiv preprint arXiv:2101.10809.

- Rushuang Xu, MyeongAh Cho, Sangyoun Lee .[A NIR-to-VIS face recognition via part adaptive and relation attention module](https://arxiv.org/pdf/2102.00689) [J]. arXiv preprint arXiv:2102.00689.

- Inioluwa Deborah Raji, Genevieve Fried .[About Face: A Survey of Facial Recognition Evaluation](https://arxiv.org/pdf/2102.00813) [J]. arXiv preprint arXiv:2102.00813.

- Nayaneesh Kumar Mishra, Satish Kumar Singh .[Face Recognition using 3D CNNs](https://arxiv.org/pdf/2102.01441) [J]. arXiv preprint arXiv:2102.01441.

- Rajagopal Venkatesaramani, Bradley A. Malin, Yevgeniy Vorobeychik .[Re-identification of Individuals in Genomic Datasets Using Public Face Images](https://arxiv.org/pdf/2102.08557) [J]. arXiv preprint arXiv:2102.08557.

- A Vinay, Aviral Joshi, Hardik Mahipal Surana, Harsh Garg, K N BalasubramanyaMurthy, S Natarajan .[Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD](https://arxiv.org/pdf/2104.00842) [J]. arXiv preprint arXiv:2104.00842.

- Hardik Uppal, Alireza Sepas-Moghaddam, Michael Greenspan, Ali Etemad .[Teacher-Student Adversarial Depth Hallucination to Improve Face Recognition](https://arxiv.org/pdf/2104.02424) [J]. arXiv preprint arXiv:2104.02424.

- Haoyu Zhang, Marcel Grimmer, Raghavendra Ramachandra, Kiran Raja, Christoph Busch .[On the Applicability of Synthetic Data for Face Recognition](https://arxiv.org/pdf/2104.02815) [J]. arXiv preprint arXiv:2104.02815.

- Divyansh Aggarwal, Jiayu Zhou, Anil K. Jain .[FedFace: Collaborative Learning of Face Recognition Model](https://arxiv.org/pdf/2104.03008) [J]. arXiv preprint arXiv:2104.03008.

- Ali Almadan, Ajita Rattani .[Towards On-Device Face Recognition in Body-worn Cameras](https://arxiv.org/pdf/2104.03419) [J]. arXiv preprint arXiv:2104.03419.

- Viktor Varkarakis, Wang Yao, Peter Corcoran .[Towards End-to-End Neural Face Authentication in the Wild -- Quantifying and Compensating for Directional Lighting Effects](https://arxiv.org/pdf/2104.03854) [J]. arXiv preprint arXiv:2104.03854.

- Liang Tong, Zhengzhang Chen, Jingchao Ni, Wei Cheng, Dongjin Song, Haifeng Chen, Yevgeniy Vorobeychik .[FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems](https://arxiv.org/pdf/2104.04107) [J]. arXiv preprint arXiv:2104.04107.

- Rakhil Immidisetti, Shuowen Hu, Vishal M. Patel .[Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN](https://arxiv.org/pdf/2104.06534) [J]. arXiv preprint arXiv:2104.06534.

- Ying Guo, Xingxing Wei, Guoqiu Wang, Bo Zhang .[Meaningful Adversarial Stickers for Face Recognition in Physical World](https://arxiv.org/pdf/2104.06728) [J]. arXiv preprint arXiv:2104.06728.

- Hang Du, Hailin Shi, Yinglu Liu, Dan Zeng, Tao Mei .[Towards NIR-VIS Masked Face Recognition](https://arxiv.org/pdf/2104.06761) [J]. arXiv preprint arXiv:2104.06761.

- Kamal Chandra Paul, Semih Aslan .[An Improved Real-Time Face Recognition System at Low Resolution Based on Local Binary Pattern Histogram Algorithm and CLAHE](https://arxiv.org/pdf/2104.07234) [J]. arXiv preprint arXiv:2104.07234.

- Bishwas Mandal, Adaeze Okeukwu, Yihong Theis .[Masked Face Recognition using ResNet-50](https://arxiv.org/pdf/2104.08997) [J]. arXiv preprint arXiv:2104.08997.

- Konstantinos Papadopoulos, Anis Kacem, Abdelrahman Shabayek, Djamila Aouada .[Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Identification/Recognition](https://arxiv.org/pdf/2104.09145) [J]. arXiv preprint arXiv:2104.09145.

- David Montero, Marcos Nieto, Peter Leskovsky, Naiara Aginako .[Boosting Masked Face Recognition with Multi-Task ArcFace](https://arxiv.org/pdf/2104.09874) [J]. arXiv preprint arXiv:2104.09874.

- Anis Kacem, Kseniya Cherenkova, Djamila Aouada .[Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation](https://arxiv.org/pdf/2104.10273) [J]. arXiv preprint arXiv:2104.10273.

- Rushuai Liu, Weijun Tan .[EQFace: A Simple Explicit Quality Network for Face Recognition](https://arxiv.org/pdf/2105.00634) [J]. arXiv preprint arXiv:2105.00634.

- Fan Bai, Jiaxiang Wu, Pengcheng Shen, Shaoxin Li, Shuigeng Zhou .[Federated Face Recognition](https://arxiv.org/pdf/2105.02501) [J]. arXiv preprint arXiv:2105.02501.

- Walid Hariri .[Efficient Masked Face Recognition Method during the COVID-19 Pandemic](https://arxiv.org/pdf/2105.03026) [J]. arXiv preprint arXiv:2105.03026.

- 【DataSet】Jawad Muhammad, Yunlong Wang, Caiyong Wang, Kunbo Zhang, Zhenan Sun .[CASIA-Face-Africa: A Large-scale African Face Image Database](https://arxiv.org/pdf/2105.03632) [J]. arXiv preprint arXiv:2105.03632.

- Yuchi Liu, Hailin Shi, Hang Du, Rui Zhu, Jun Wang, Liang Zheng, Tao Mei .[Boosting Semi-Supervised Face Recognition with Noise Robustness](https://arxiv.org/pdf/2105.04431) [J]. arXiv preprint arXiv:2105.04431.

- Gabriel Salomon, Alceu Britto, Rafael H. Vareto, William R. Schwartz, David Menotti .[Open-set Face Recognition for Small Galleries Using Siamese Networks](https://arxiv.org/pdf/2105.06967) [J]. arXiv preprint arXiv:2105.06967.

- Pinaki Roy Chowdhury, Angad Wadhwa, Antariksha Kar, Nikhil Tyagi .[Brain Inspired Face Recognition: A Computational Framework](https://arxiv.org/pdf/2105.07237) [J]. arXiv preprint arXiv:2105.07237.

- Kai Wang, Shuo Wang, Zhipeng Zhou, Xiaobo Wang, Xiaojiang Peng, Baigui Sun, Hao Li, Yang You .[An Efficient Training Approach for Very Large Scale Face Recognition](https://arxiv.org/pdf/2105.10375) [J]. arXiv preprint arXiv:2105.10375.

- Bi Li, Teng Xi, Gang Zhang, Haocheng Feng, Junyu Han, Jingtuo Liu, Errui Ding, Wenyu Liu .[Dynamic Class Queue for Large Scale Face Recognition In the Wild](https://arxiv.org/pdf/2105.11113) [J]. arXiv preprint arXiv:2105.11113.

- Tiago Salvador, Stephanie Cairns, Vikram Voleti, Noah Marshall, Adam Oberman .[Bias Mitigation of Face Recognition Models Through Calibration](https://arxiv.org/pdf/2106.03761) [J]. arXiv preprint arXiv:2106.03761.

- Siqi Deng, Yuanjun Xiong, Meng Wang, Wei Xia, Stefano Soatto .[Harnessing Unrecognizable Faces for Face Recognition](https://arxiv.org/pdf/2106.04112) [J]. arXiv preprint arXiv:2106.04112.

- Nataniel Ruiz, Adam Kortylewski, Weichao Qiu, Cihang Xie, Sarah Adel Bargal, Alan Yuille, Stan Sclaroff .[Simulated Adversarial Testing of Face Recognition Models](https://arxiv.org/pdf/2106.04569) [J]. arXiv preprint arXiv:2106.04569.

- Stefan Hörmann, Zeyuan Zhang, Martin Knoche, Torben Teepe, Gerhard Rigoll .[Attention-based Partial Face Recognition](https://arxiv.org/pdf/2106.06415) [J]. arXiv preprint arXiv:2106.06415.

- 【Dataset】Usman Cheema, Seungbin Moon .[Sejong Face Database: A Multi-Modal Disguise Face Database](https://arxiv.org/pdf/2106.07186) [J]. arXiv preprint arXiv:2106.07186.

- 【Dataset】Shiksha Mishra, Puspita Majumdar, Richa Singh, Mayank Vatsa .[Indian Masked Faces in the Wild Dataset](https://arxiv.org/pdf/2106.09670) [J]. arXiv preprint arXiv:2106.09670.

- Junyang Huang, Changxing Ding .[Attention-guided Progressive Mapping for Profile Face Recognition](https://arxiv.org/pdf/2106.14124) [J]. arXiv preprint arXiv:2106.14124.

- Zihao Xiao, Xianfeng Gao, Chilin Fu, Yinpeng Dong, Wei Gao, Xiaolu Zhang, Jun Zhou, Jun Zhu .[Improving Transferability of Adversarial Patches on Face Recognition with Generative Models](https://arxiv.org/pdf/2106.15058) [J]. arXiv preprint arXiv:2106.15058.

- Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal, Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Štruc, Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana F. Sequeira, Joao Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso .[MFR 2021: Masked Face Recognition Competition](https://arxiv.org/pdf/2106.15288) [J]. arXiv preprint arXiv:2106.15288.

- Géraldine Jeckeln, Ying Hu, Jacqueline G. Cavazos, Amy N. Yates, Carina A. Hahn, Larry Tang, P. Jonathon Phillips, Alice J. O'Toole .[Face Identification Proficiency Test Designed Using Item Response Theory](https://arxiv.org/pdf/2106.15323) [J]. arXiv preprint arXiv:2106.15323.

- Chengzhi Jiang, Yanzhou Su, Wen Wang, Haiwei Bai, Haijun Liu, Jian Cheng .[IntraLoss: Further Margin via Gradient-Enhancing Term for Deep Face Recognition](https://arxiv.org/pdf/2107.03352) [J]. arXiv preprint arXiv:2107.03352.

- Yong Li, Lingjie Lao, Zhen Cui, Shiguang Shan, Jian Yang .[Graph Jigsaw Learning for Cartoon Face Recognition](https://arxiv.org/pdf/2107.06532) [J]. arXiv preprint arXiv:2107.06532.

- Tiago Roxo, Hugo Proença .[Faces in the Wild: Efficient Gender Recognition in Surveillance Conditions](https://arxiv.org/pdf/2107.06847) [J]. arXiv preprint arXiv:2107.06847.

- 【library】Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao .[Face.evoLVe: A High-Performance Face Recognition Library](https://arxiv.org/pdf/2107.08621) [J]. arXiv preprint arXiv:2107.08621.

- Mingjie He, Jie Zhang, Shiguang Shan, Xiao Liu, Zhongqin Wu, Xilin Chen .[Locality-aware Channel-wise Dropout for Occluded Face Recognition](https://arxiv.org/pdf/2107.09270) [J]. arXiv preprint arXiv:2107.09270.

- Qiang Meng, Xiaqing Xu, Xiaobo Wang, Yang Qian, Yunxiao Qin, Zezheng Wang, Chenxu Zhao, Feng Zhou, Zhen Lei .[PoseFace: Pose-Invariant Features and Pose-Adaptive Loss for Face Recognition](https://arxiv.org/pdf/2107.11721) [J]. arXiv preprint arXiv:2107.11721.

- Fadi Boutros, Naser Damer, Meiling Fang, Florian Kirchbuchner, Arjan Kuijper .[MixFaceNets: Extremely Efficient Face Recognition Networks](https://arxiv.org/pdf/2107.13046) [J]. arXiv preprint arXiv:2107.13046.

- Fariborz Taherkhani, Veeru Talreja, Jeremy Dawson, Matthew C. Valenti, Nasser M. Nasrabadi .[Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN](https://arxiv.org/pdf/2107.13742) [J]. arXiv preprint arXiv:2107.13742.

- Dennis Conway, Loic Simon, Alexis Lechervy, Frederic Jurie .[Training face verification models from generated face identity data](https://arxiv.org/pdf/2108.00800) [J]. arXiv preprint arXiv:2108.00800.

- Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Mohsen Saffari, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso .[My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition](https://arxiv.org/pdf/2108.00996) [J]. arXiv preprint arXiv:2108.00996.

- Peiying Li, Shikui Tu, Lei Xu .[Deep Rival Penalized Competitive Learning for Low-resolution Face Recognition](https://arxiv.org/pdf/2108.01286) [J]. arXiv preprint arXiv:2108.01286.

- Yandong Wen, Weiyang Liu, Adrian Weller, Bhiksha Raj, Rita Singh .[SphereFace2: Binary Classification is All You Need for Deep Face Recognition](https://arxiv.org/pdf/2108.01513) [J]. arXiv preprint arXiv:2108.01513.

- Harrison Rosenberg, Brian Tang, Kassem Fawaz, Somesh Jha .[Fairness Properties of Face Recognition and Obfuscation Systems](https://arxiv.org/pdf/2108.02707) [J]. arXiv preprint arXiv:2108.02707.

- Jia-Ren Chang, Yong-Sheng Chen, Wei-Chen Chiu .[Learning Facial Representations from the Cycle-consistency of Face](https://arxiv.org/pdf/2108.03427) [J]. arXiv preprint arXiv:2108.03427.

- Prithviraj Dhar, Joshua Gleason, Aniket Roy, Carlos D. Castillo, Rama Chellappa .[PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition](https://arxiv.org/pdf/2108.03764) [J]. arXiv preprint arXiv:2108.03764.

- Yong Li, Yufei Sun, Zhen Cui, Shiguang Shan, Jian Yang .[Learning Fair Face Representation With Progressive Cross Transformer](https://arxiv.org/pdf/2108.04983) [J]. arXiv preprint arXiv:2108.04983.

- Puspita Majumdar, Surbhi Mittal, Richa Singh, Mayank Vatsa .[Unravelling the Effect of Image Distortions for Biased Prediction of Pre-trained Face Recognition Models](https://arxiv.org/pdf/2108.06581) [J]. arXiv preprint arXiv:2108.06581.

- Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Jia Guo, Jiwen Lu, Dalong Du, Jie Zhou .[Masked Face Recognition Challenge: The WebFace260M Track Report](https://arxiv.org/pdf/2108.07189) [J]. arXiv preprint arXiv:2108.07189.

- Ruijun Gao, Qing Gao, Qian Zhang, Felix Juefei-Xu, Hongkai Yu, Wei Feng .[Adversarial Relighting against Face Recognition](https://arxiv.org/pdf/2108.07920) [J]. arXiv preprint arXiv:2108.07920.

- Haibo Qiu, Baosheng Yu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao .[SynFace: Face Recognition with Synthetic Data](https://arxiv.org/pdf/2108.07960) [J]. arXiv preprint arXiv:2108.07960.

- Jiankang Deng, Jia Guo, Xiang An, Zheng Zhu, Stefanos Zafeiriou .[Masked Face Recognition Challenge: The InsightFace Track Report](https://arxiv.org/pdf/2108.08191) [J]. arXiv preprint arXiv:2108.08191.

- Haibo Qiu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao .[End2End Occluded Face Recognition by Masking Corrupted Features](https://arxiv.org/pdf/2108.09468) [J]. arXiv preprint arXiv:2108.09468.

- Neehar Peri, Joshua Gleason, Carlos D. Castillo, Thirimachos Bourlai, Vishal M. Patel, Rama Chellappa .[A Synthesis-Based Approach for Thermal-to-Visible Face Verification](https://arxiv.org/pdf/2108.09558) [J]. arXiv preprint arXiv:2108.09558.

- Seho Bae, Nizam Ud Din, Hyunkyu Park, Juneho Yi .[Face Photo-Sketch Recognition Using Bidirectional Collaborative Synthesis Network](https://arxiv.org/pdf/2108.09898) [J]. arXiv preprint arXiv:2108.09898.

- Martin Knoche, Stefan Hörmann, Gerhard Rigoll .[Cross-Quality LFW: A Database for Analyzing Cross-Resolution Image Face Recognition in Unconstrained Environments](https://arxiv.org/pdf/2108.10290) [J]. arXiv preprint arXiv:2108.10290.

- Fadi Boutros, Patrick Siebke, Marcel Klemt, Naser Damer, Florian Kirchbuchner, Arjan Kuijper .[PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation](https://arxiv.org/pdf/2108.10710) [J]. arXiv preprint arXiv:2108.10710.

- Yaping Jing, Xuequan Lu, Shang Gao .[3D Face Recognition: A Survey](https://arxiv.org/pdf/2108.11082) [J]. arXiv preprint arXiv:2108.11082.

- Rubel Biswas, Pablo Blanco-Medina .[State of the Art: Face Recognition](https://arxiv.org/pdf/2108.11821) [J]. arXiv preprint arXiv:2108.11821.

- Dohyeon Kim, Joongheon Kim, Jae young Bang .[A Reliable, Self-Adaptive Face Identification Framework via Lyapunov Optimization](https://arxiv.org/pdf/2109.01212) [J]. arXiv preprint arXiv:2109.01212.

- Matthew Gwilliam, Srinidhi Hegde, Lade Tinubu, Alex Hanson .[Rethinking Common Assumptions to Mitigate Racial Bias in Face Recognition Datasets](https://arxiv.org/pdf/2109.03229) [J]. arXiv preprint arXiv:2109.03229.

- Mustafa Ekrem Erakın, Uğur Demir, Hazım Kemal Ekenel .[On Recognizing Occluded Faces in the Wild](https://arxiv.org/pdf/2109.03672) [J]. arXiv preprint arXiv:2109.03672.

- Yunze Chen, Junjie Huang, Jiagang Zhu, Zheng Zhu, Tian Yang, Guan Huang, Dalong Du .[Face-NMS: A Core-set Selection Approach for Efficient Face Recognition](https://arxiv.org/pdf/2109.04698) [J]. arXiv preprint arXiv:2109.04698.

- Vedrana Krivokuća Hahn, Sébastien Marcel .[Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques](https://arxiv.org/pdf/2110.05044) [J]. arXiv preprint arXiv:2110.05044.

- Adrian Popescu (1), Liviu-Daniel Ştefan (2), Jérôme Deshayes-Chossart (1), Bogdan Ionescu (2) ((1) Université Paris-Saclay, CEA, List, Palaiseau, France, (2) University Politehnica of Bucharest, Romania) .[Face Verification with Challenging Imposters and Diversified Demographics](https://arxiv.org/pdf/2110.08667) [J]. arXiv preprint arXiv:2110.08667.

- Vahid Salari, Dilip Paneru, Erhan Saglamyurek, Milad Ghadimi, Moloud Abdar, Mohammadreza Rezaee, Mehdi Aslani, Shabir Barzanjeh, Ebrahim Karimi .[Quantum Face Recognition Protocol with Ghost Imaging](https://arxiv.org/pdf/2110.10088) [J]. arXiv preprint arXiv:2110.10088.

- Jungsoo Lee, Jooyeol Yun, Sunghyun Park, Yonggyu Kim, Jaegul Choo .[Improving Face Recognition with Large Age Gaps by Learning to Distinguish Children](https://arxiv.org/pdf/2110.11630) [J]. arXiv preprint arXiv:2110.11630.

- Eduardo Paluzo-Hidalgo, Guillermo Aguirre-Carrazana, Rocio Gonzalez-Diaz .[Emotion recognition in talking-face videos using persistent entropy and neural networks](https://arxiv.org/pdf/2110.13571) [J]. arXiv preprint arXiv:2110.13571.

- Phuong Tran .[Fast Video-based Face Recognition in Collaborative Learning Environments](https://arxiv.org/pdf/2110.14720) [J]. arXiv preprint arXiv:2110.14720.

- Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso .[FocusFace: Multi-task Contrastive Learning for Masked Face Recognition](https://arxiv.org/pdf/2110.14940) [J]. arXiv preprint arXiv:2110.14940.

- Liping Zhang, Weijun Li, Linjun Sun, Lina Yu, Xin Ning, Xiaoli Dong, Jian Xu, Hong Qin .[Learning Continuous Face Representation with Explicit Functions](https://arxiv.org/pdf/2110.15268) [J]. arXiv preprint arXiv:2110.15268.

- Praveen Kumar Chandaliya, Zahid Akhtar, Neeta Nain .[Longitudinal Analysis of Mask and No-Mask on Child Face Recognition](https://arxiv.org/pdf/2111.00121) [J]. arXiv preprint arXiv:2111.00121.

- Joseph P. Robinson, Can Qin, Ming Shao, Matthew A. Turk, Rama Chellappa, Yun Fu .[The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces](https://arxiv.org/pdf/2111.00598) [J]. arXiv preprint arXiv:2111.00598.

- Junuk Jung, Sungbin Son, Joochan Park, Yongjun Park, Seonhoon Lee, Heung-Seon Oh .[MixFace: Improving Face Verification Focusing on Fine-grained Conditions](https://arxiv.org/pdf/2111.01717) [J]. arXiv preprint arXiv:2111.01717.

- Ahmad B. Hassanat, Abeer Albustanji, Ahmad S. Tarawneh, Malek Alrashidi, Hani Alharbi, Mohammed Alanazi, Mansoor Alghamdi, Ibrahim S Alkhazi, V. B. Surya Prasath .[Deep learning for identification and face, gender, expression recognition under constraints](https://arxiv.org/pdf/2111.01930) [J]. arXiv preprint arXiv:2111.01930.

- Osama R.Shahin, Zeinab M. Abdel Azim, Ahmed I Taloba .[Maneuvering Digital Watermarking In Face Recognition](https://arxiv.org/pdf/2111.02308) [J]. arXiv preprint arXiv:2111.02308.

- Xiaohui Yang, Zheng Wang, Huan Wu, Licheng Jiao, Yiming Xu, Haolin Chen .[Stable and Compact Face Recognition via Unlabeled Data Driven Sparse Representation-Based Classification](https://arxiv.org/pdf/2111.02847) [J]. arXiv preprint arXiv:2111.02847.

- Jiazhi Li, Wael Abd-Almageed .[Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition](https://arxiv.org/pdf/2111.04673) [J]. arXiv preprint arXiv:2111.04673.

- Siddharth D Jaiswal, Karthikeya Duggirala, Abhisek Dash, Animesh Mukherjee .[Two-Face: Adversarial Audit of Commercial Face Recognition Systems](https://arxiv.org/pdf/2111.09137) [J]. arXiv preprint arXiv:2111.09137.

- Lizhe Liu, Mingqiang Chen, Xiaohao Chen, Siyu Zhu, Ping Tan .[GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification](https://arxiv.org/pdf/2111.11186) [J]. arXiv preprint arXiv:2111.11186.

- En-Jung Tsai, Wei-Chang Yeh .[PAM: Pose Attention Module for Pose-Invariant Face Recognition](https://arxiv.org/pdf/2111.11940) [J]. arXiv preprint arXiv:2111.11940.

- Xuan Zhao .[Homogeneous Low-Resolution Face Recognition Method based Correlation Features](https://arxiv.org/pdf/2111.13175) [J]. arXiv preprint arXiv:2111.13175.

- Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai .[Adversarial Mask: Real-World Adversarial Attack Against Face Recognition Models](https://arxiv.org/pdf/2111.10759) [J]. arXiv preprint arXiv:2111.10759.

- Philipp Terhörst, Malte Ihlefeld, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, Arjan Kuijper .[QMagFace: Simple and Accurate Quality-Aware Face Recognition](https://arxiv.org/pdf/2111.13475) [J]. arXiv preprint arXiv:2111.13475.

- Usman Cheema, Mobeen Ahmad, Dongil Han, Seungbin Moon .[Heterogeneous Visible-Thermal and Visible-Infrared Face Recognition using Unit-Class Loss and Cross-Modality Discriminator](https://arxiv.org/pdf/2111.14339) [J]. arXiv preprint arXiv:2111.14339.

- Una M. Kelly, Raymond Veldhuis, Luuk Spreeuwers .[A Face Recognition System's Worst Morph Nightmare, Theoretically](https://arxiv.org/pdf/2111.15416) [J]. arXiv preprint arXiv:2111.15416.

- Loc Hoang Tran, Tuan Tran, An Mai .[Improved sparse PCA method for face and image recognition](https://arxiv.org/pdf/2112.00207) [J]. arXiv preprint arXiv:2112.00207.

- Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad .[Face Trees for Expression Recognition](https://arxiv.org/pdf/2112.02487) [J]. arXiv preprint arXiv:2112.02487.

- Hai Phan, Anh Nguyen .[DeepFace-EMD: Re-ranking Using Patch-wise Earth Mover's Distance Improves Out-Of-Distribution Face Identification](https://arxiv.org/pdf/2112.04016) [J]. arXiv preprint arXiv:2112.04016.

- Wenbin Teng, Chongyang Bai .[Unimodal Face Classification with Multimodal Training](https://arxiv.org/pdf/2112.04182) [J]. arXiv preprint arXiv:2112.04182.

- Marco Huber, Fadi Boutros, Florian Kirchbuchner, Naser Damer .[Mask-invariant Face Recognition through Template-level Knowledge Distillation](https://arxiv.org/pdf/2112.05646) [J]. arXiv preprint arXiv:2112.05646.

- Yifan Niu, Weihong Deng .[Federated Learning for Face Recognition with Gradient Correction](https://arxiv.org/pdf/2112.07246) [J]. arXiv preprint arXiv:2112.07246.

- Prithviraj Dhar, Joshua Gleason, Aniket Roy, Carlos D. Castillo, P. Jonathon Phillips, Rama Chellappa .[Distill and De-bias: Mitigating Bias in Face Recognition using Knowledge Distillation](https://arxiv.org/pdf/2112.09786) [J]. arXiv preprint arXiv:2112.09786.

- Vítor Albiero, Kai Zhang, Michael C. King, Kevin W. Bowyer .[Gendered Differences in Face Recognition Accuracy Explained by Hairstyles, Makeup, and Facial Morphology](https://arxiv.org/pdf/2112.14656) [J]. arXiv preprint arXiv:2112.14656.



### 2022

- Leonardo Queiroz, Kenneth Lai, Svetlana Yanushkevich, Vlad Shmerko .[Biometrics in the Time of Pandemic: 40% Masked Face Recognition Degradation can be Reduced to 2%](https://arxiv.org/pdf/2201.00461) [J]. arXiv preprint arXiv:2201.00461.

- Soumendu Chakraborty, Satish Kumar Singh, Pavan Chakraborty .[Local Gradient Hexa Pattern: A Descriptor for Face Recognition and Retrieval](https://arxiv.org/pdf/2201.00509) [J]. arXiv preprint arXiv:2201.00509.

- Soumendu Chakraborty, Satish Kumar Singh, Pavan Chakraborty .[Local Directional Gradient Pattern: A Local Descriptor for Face Recognition](https://arxiv.org/pdf/2201.01276) [J]. arXiv preprint arXiv:2201.01276.

- David Anghelone, Cunjian Chen, Arun Ross, Antitza Dantcheva .[Beyond the Visible: A Survey on Cross-spectral Face Recognition](https://arxiv.org/pdf/2201.04435) [J]. arXiv preprint arXiv:2201.04435.

- Chingis Oinar, Binh M. Le, Simon S. Woo .[KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition](https://arxiv.org/pdf/2201.07394) [J]. arXiv preprint arXiv:2201.07394.

- Christian Rathgeb, Daniel Fischer, Pawel Drozdowski, Christoph Busch .[Reliable Detection of Doppelgängers based on Deep Face Representations](https://arxiv.org/pdf/2201.08831) [J]. arXiv preprint arXiv:2201.08831.

- Susith Hemathilaka, Achala Aponso .[A Comprehensive Study on Occlusion Invariant Face Recognition under Face Mask Occlusion](https://arxiv.org/pdf/2201.09089) [J]. arXiv preprint arXiv:2201.09089.

- He-Feng Yin, Xiao-Jun Wu, Xiaoning Song .[Face recognition via compact second order image gradient orientations](https://arxiv.org/pdf/2201.09246) [J]. arXiv preprint arXiv:2201.09246.

- Qi Zhao, Huanhao Li, Zhipeng Yu, Chi Man Woo, Tianting Zhong, Shengfu Cheng, Yuanjin Zheng, Honglin Liu, Jie Tian, Puxiang Lai .[Speckle-based optical cryptosystem and its application for human face recognition via deep learning](https://arxiv.org/pdf/2201.11844) [J]. arXiv preprint arXiv:2201.11844.

- Aparna R. Joshi, Xavier Suau, Nivedha Sivakumar, Luca Zappella, Nicholas Apostoloff .[Fair SA: Sensitivity Analysis for Fairness in Face Recognition](https://arxiv.org/pdf/2202.03586) [J]. arXiv preprint arXiv:2202.03586.

- Juan C. Pérez, Motasem Alfarra, Ali Thabet, Pablo Arbeláez, Bernard Ghanem .[Towards Assessing and Characterizing the Semantic Robustness of Face Recognition](https://arxiv.org/pdf/2202.04978) [J]. arXiv preprint arXiv:2202.04978.

- Mathias Ibsen, Christian Rathgeb, Pawel Drozdowski, Christoph Busch .[Face Beneath the Ink: Synthetic Data and Tattoo Removal with Application to Face Recognition](https://arxiv.org/pdf/2202.05297) [J]. arXiv preprint arXiv:2202.05297.

- Cristian Botezatu, Mathias Ibsen, Christian Rathgeb, Christoph Busch .[Fun Selfie Filters in Face Recognition: Impact Assessment and Removal](https://arxiv.org/pdf/2202.06022) [J]. arXiv preprint arXiv:2202.06022.

- Shaozhe Hao, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong .[A Unified Framework for Masked and Mask-Free Face Recognition via Feature Rectification](https://arxiv.org/pdf/2202.07358) [J]. arXiv preprint arXiv:2202.07358.

- Yan Zhuang, Shiying Li, Mohammad Shifat-E-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde .[Local Sliced-Wasserstein Feature Sets for Illumination-invariant Face Recognition](https://arxiv.org/pdf/2202.10642) [J]. arXiv preprint arXiv:2202.10642.

- Virginia Espinosa-Duró, Marcos Faundez-Zanuy, Jiří Mekyska .[A new face database simultaneously acquired in visible, near infrared and thermal spectrum](https://arxiv.org/pdf/2202.13864) [J]. arXiv preprint arXiv:2202.13864.

- Kehan Wang, Jia Zheng, Zihan Zhou .[Neural Face Identification in a 2D Wireframe Projection of a Manifold Object](https://arxiv.org/pdf/2203.04229) [J]. arXiv preprint arXiv:2203.04229.

- John J. Howard, Eli J. Laird, Yevgeniy B. Sirotin, Rebecca E. Rubin, Jerry L. Tipton, Arun R. Vemury .[Evaluating Proposed Fairness Models for Face Recognition Algorithms](https://arxiv.org/pdf/2203.05051) [J]. arXiv preprint arXiv:2203.05051.

- Osama R. Shahin, Rami Ayedi, Alanazi Rayan, Rasha M. Abd El-Aziz, Ahmed I. Taloba .[Human Face Recognition from Part of a Facial Image based on Image Stitching](https://arxiv.org/pdf/2203.05601) [J]. arXiv preprint arXiv:2203.05601.

- 【Dataset】Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigun, Fernando Alonso-Fernandez .[LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality Filters](https://arxiv.org/pdf/2203.06082) [J]. arXiv preprint arXiv:2203.06082.

- Abdallah Dib, Junghyun Ahn, Cedric Thebault, Philippe-Henri Gosselin, Louis Chevallier .[S2F2: Self-Supervised High Fidelity Face Reconstruction from Monocular Image](https://arxiv.org/pdf/2203.07732) [J]. arXiv preprint arXiv:2203.07732.

- Valeriia Cherepanova, Steven Reich, Samuel Dooley, Hossein Souri, Micah Goldblum, Tom Goldstein .[A Deep Dive into Dataset Imbalance and Bias in Face Identification](https://arxiv.org/pdf/2203.08235) [J]. arXiv preprint arXiv:2203.08235.

- Junuk Jung, Seonhoon Lee, Heung-Seon Oh, Yongjun Park, Joochan Park, Sungbin Son .[Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition](https://arxiv.org/pdf/2203.11593) [J]. arXiv preprint arXiv:2203.11593.

- Philipp Terhörst, Florian Bierbaum, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, Arjan Kuijper .[On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations](https://arxiv.org/pdf/2203.12387) [J]. arXiv preprint arXiv:2203.12387.

- Wenbin Zhu, Chien-Yi Wang, Kuan-Lun Tseng, Shang-Hong Lai, Baoyuan Wang .[Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized Adaptation](https://arxiv.org/pdf/2203.14327) [J]. arXiv preprint arXiv:2203.14327.

- Jianjun Qian, Shumin Zhu, Chaoyu Zhao, Jian Yang, Wai Keung Wong .[OTFace: Hard Samples Guided Optimal Transport Loss for Deep Face Representation](https://arxiv.org/pdf/2203.14461) [J]. arXiv preprint arXiv:2203.14461.

- Sanjana Sarda .[Face Verification Bypass](https://arxiv.org/pdf/2203.15068) [J]. arXiv preprint arXiv:2203.15068.

- Xiang An, Jiankang Deng, Jia Guo, Ziyong Feng, Xuhan Zhu, Jing Yang, Tongliang Liu .[Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FC](https://arxiv.org/pdf/2203.15565) [J]. arXiv preprint arXiv:2203.15565.

- Virginia Espinosa-Duro, Marcos Faundez-Zanuy .[Face identification by means of a neural net classifier](https://arxiv.org/pdf/2204.00305) [J]. arXiv preprint arXiv:2204.00305.

- Minchul Kim, Anil K. Jain, Xiaoming Liu .[AdaFace: Quality Adaptive Margin for Face Recognition](https://arxiv.org/pdf/2204.00964) [J]. arXiv preprint arXiv:2204.00964.

- Keivan Bahmani, Stephanie Schuckers .[Face Recognition In Children: A Longitudinal Study](https://arxiv.org/pdf/2204.01760) [J]. arXiv preprint arXiv:2204.01760.

- Marcos Faundez-Zanuy .[Face recognition in a transformed domain](https://arxiv.org/pdf/2204.02608) [J]. arXiv preprint arXiv:2204.02608.

- Weiming Zhuang, Xin Gan, Yonggang Wen, Xuesen Zhang, Shuai Zhang, Shuai Yi .[Federated Unsupervised Domain Adaptation for Face Recognition](https://arxiv.org/pdf/2204.04382) [J]. arXiv preprint arXiv:2204.04382.

- Jiaheng Liu, Haoyu Qin, Yichao Wu, Jinyang Guo, Ding Liang, Ke Xu .[CoupleFace: Relation Matters for Face Recognition Distillation](https://arxiv.org/pdf/2204.05502) [J]. arXiv preprint arXiv:2204.05502.

- Josep roure-Alcobé, Marcos Faundez-Zanuy .[Face recognition with small and large size databases](https://arxiv.org/pdf/2204.08468) [J]. arXiv preprint arXiv:2204.08468.

- Adarsh Ghimire, Naoufel Werghi, Sajid Javed, Jorge Dias .[Real-Time Face Recognition System](https://arxiv.org/pdf/2204.08978) [J]. arXiv preprint arXiv:2204.08978.

- Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Dalong Du, Jiwen Lu, Jie Zhou .[WebFace260M: A Benchmark for Million-Scale Deep Face Recognition](https://arxiv.org/pdf/2204.10149) [J]. arXiv preprint arXiv:2204.10149.

- Takaya Miyamoto, Hiroshi Hashimoto, Akihiro Hayasaka, Akinori F. Ebihara, Hitoshi Imaoka .[Joint Feature Distribution Alignment Learning for NIR-VIS and VIS-VIS Face Recognition](https://arxiv.org/pdf/2204.11434) [J]. arXiv preprint arXiv:2204.11434.

- Zhicheng Cao, Jiaxuan Zhang, Liaojun Pang .[A Bidirectional Conversion Network for Cross-Spectral Face Recognition](https://arxiv.org/pdf/2205.01595) [J]. arXiv preprint arXiv:2205.01595.

- 【Dataset】Roshanak Ashrafi, Mona Azarbayjania, Hamed Tabkhi .[A Novel Fully Annotated Thermal Infrared Face Dataset: Recorded in Various Environment Conditions and Distances From The Camera](https://arxiv.org/pdf/2205.02093) [J]. arXiv preprint arXiv:2205.02093.

- Mei Wang, Yaobin Zhang, Weihong Deng .[Meta Balanced Network for Fair Face Recognition](https://arxiv.org/pdf/2205.06548) [J]. arXiv preprint arXiv:2205.06548.

- Shuo Cheng, Guoxian Song, Wan-Chun Ma, Chao Wang, Linjie Luo .[Using Augmented Face Images to Improve Facial Recognition Tasks](https://arxiv.org/pdf/2205.06873) [J]. arXiv preprint arXiv:2205.06873.

- Mohamed Mohana, Prasanalakshmi B, Salem Alelyani, Mohammed Saleh Alsaqer .[Fused Deep Neural Network based Transfer Learning in Occluded Face Classification and Person re-Identification](https://arxiv.org/pdf/2205.07203) [J]. arXiv preprint arXiv:2205.07203.

- Kai Wang, Bo Zhao, Xiangyu Peng, Zheng Zhu, Jiankang Deng, Xinchao Wang, Hakan Bilen, Yang You .[FaceMAE: Privacy-Preserving Face Recognition via Masked Autoencoders](https://arxiv.org/pdf/2205.11090) [J]. arXiv preprint arXiv:2205.11090.

- Yaoyao Zhong, Weihong Deng, Jiani Hu, Dongyue Zhao, Xian Li, Dongchao Wen .[SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face Recognition](https://arxiv.org/pdf/2205.12010) [J]. arXiv preprint arXiv:2205.12010.

- Jiehua Zhang, Zhuo Su, Li Liu .[Median Pixel Difference Convolutional Network for Robust Face Recognition](https://arxiv.org/pdf/2205.15867) [J]. arXiv preprint arXiv:2205.15867.

- Haiyu Wu, Vítor Albiero, K. S. Krishnapriya, Michael C. King, Kevin W. Bowyer .[Face Recognition Accuracy Across Demographics: Shining a Light Into the Problem](https://arxiv.org/pdf/2206.01881) [J]. arXiv preprint arXiv:2206.01881.

- Marzieh Gheisari, Javad Amirian, Teddy Furon, Laurent Amsaleg .[AggNet: Learning to Aggregate Faces for Group Membership Verification](https://arxiv.org/pdf/2206.08683) [J]. arXiv preprint arXiv:2206.08683.

- Fadi Boutros, Marco Huber, Patrick Siebke, Tim Rieber, Naser Damer .[SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data](https://arxiv.org/pdf/2206.10520) [J]. arXiv preprint arXiv:2206.10520.

- Fadi Boutros, Naser Damer, Arjan Kuijper .[QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization](https://arxiv.org/pdf/2206.10526) [J]. arXiv preprint arXiv:2206.10526.

- Huawei Lin, Haozhe Liu, Qiufu Li, Linlin Shen .[Activation Template Matching Loss for Explainable Face Recognition](https://arxiv.org/pdf/2207.02179) [J]. arXiv preprint arXiv:2207.02179.

- Martin Knoche, Mohamed Elkadeem, Stefan Hörmann, Gerhard Rigoll .[Octuplet Loss: Make Face Recognition Robust to Image Resolution](https://arxiv.org/pdf/2207.06726) [J]. arXiv preprint arXiv:2207.06726.

- MyeongAh Cho, Tae-young Chun, g Taeoh Kim, Sangyoun Lee .[NIR-to-VIS Face Recognition via Embedding Relations and Coordinates of the Pairwise Features](https://arxiv.org/pdf/2208.02417) [J]. arXiv preprint arXiv:2208.02417.

- Pedro C. Neto, Fadi Boutros, Joao Ribeiro Pinto, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso, Messaoud Bengherabi, Abderaouf Bousnat, Sana Boucheta, Nesrine Hebbadj, Mustafa Ekrem Erakın, Uğur Demir, Hazım Kemal Ekenel, Pedro Beber de Queiroz Vidal, David Menotti .[OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware Occlusions](https://arxiv.org/pdf/2208.02760) [J]. arXiv preprint arXiv:2208.02760.

- Sandipan Banerjee, Walter Scheirer, Kevin Bowyer, Patrick Flynn .[Analyzing the Impact of Shape & Context on the Face Recognition Performance of Deep Networks](https://arxiv.org/pdf/2208.02991) [J]. arXiv preprint arXiv:2208.02991.

- Tiago de Freitas Pereira, Dominic Schmidli, Yu Linghu, Xinyi Zhang, Sébastien Marcel, Manuel Günther .[Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues](https://arxiv.org/pdf/2208.04040) [J]. arXiv preprint arXiv:2208.04040.

- Bingqi Ma, Guanglu Song, Boxiao Liu, Yu Liu .[Rethinking Robust Representation Learning Under Fine-grained Noisy Faces](https://arxiv.org/pdf/2208.04352) [J]. arXiv preprint arXiv:2208.04352.

- Leonard E. van Dyck, Walter R. Gruber .[Modeling Biological Face Recognition with Deep Convolutional Neural Networks](https://arxiv.org/pdf/2208.06681) [J]. arXiv preprint arXiv:2208.06681.

- Seyma Yucer, Matt Poyser, Noura Al Moubayed, Toby P. Breckon .[Does lossy image compression affect racial bias within face recognition?](https://arxiv.org/pdf/2208.07613) [J]. arXiv preprint arXiv:2208.07613.

- Alexander Unnervik, Sébastien Marcel .[An anomaly detection approach for backdoored neural networks: face recognition as a case study](https://arxiv.org/pdf/2208.10231) [J]. arXiv preprint arXiv:2208.10231.

- Martinus Grady Naftali, Jason Sebastian Sulistyawan, Kelvin Julian, Felix Indra Kurniadi .[AniWho : A Quick and Accurate Way to Classify Anime Character Faces in Images](https://arxiv.org/pdf/2208.11012) [J]. arXiv preprint arXiv:2208.11012.

- Hongwei Xu, Suncheng Xiang, Dahong Qian .[SubFace: Learning with Softmax Approximation for Face Recognition](https://arxiv.org/pdf/2208.11483) [J]. arXiv preprint arXiv:2208.11483.

- Shoaib Meraj Sami, John McCauley, Sobhan Soleymani, Nasser Nasrabadi, Jeremy Dawson .[Benchmarking Human Face Similarity Using Identical Twins](https://arxiv.org/pdf/2208.11822) [J]. arXiv preprint arXiv:2208.11822.

- Sasikanth Kotti, Mayank Vatsa, Richa Singh .[On Biased Behavior of GANs for Face Verification](https://arxiv.org/pdf/2208.13061) [J]. arXiv preprint arXiv:2208.13061.

- Manyuan Zhang, Guanglu Song, Yu Liu, Hongsheng Li .[Towards Robust Face Recognition with Comprehensive Search](https://arxiv.org/pdf/2208.13600) [J]. arXiv preprint arXiv:2208.13600.

- Ali Hassani, Zaid El Shair, Rafi Ud Duala Refat, Hafiz Malik .[Distilling Facial Knowledge With Teacher-Tasks: Semantic-Segmentation-Features For Pose-Invariant Face-Recognition](https://arxiv.org/pdf/2209.01115) [J]. arXiv preprint arXiv:2209.01115.

- Mohammad Saeed Ebrahimi Saadabadi, Sahar Rahimi Malakshan, Sobhan Soleymani, Moktari Mostofa, Nasser M. Nasrabadi .[Information Maximization for Extreme Pose Face Recognition](https://arxiv.org/pdf/2209.03456) [J]. arXiv preprint arXiv:2209.03456.

- Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Marios Savvides, Khoa Luu .[Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition](https://arxiv.org/pdf/2209.04920) [J]. arXiv preprint arXiv:2209.04920.

- Yu Tian, Zhangkai Ni, Baoliang Chen, Shurun Wang, Shiqi Wang, Hanli Wang, Sam Kwong .[Just Noticeable Difference Modeling for Face Recognition System](https://arxiv.org/pdf/2209.05856) [J]. arXiv preprint arXiv:2209.05856.

- Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad .[FaceTopoNet: Facial Expression Recognition using Face Topology Learning](https://arxiv.org/pdf/2209.06322) [J]. arXiv preprint arXiv:2209.06322.

- Moktari Mostofa, Mohammad Saeed Ebrahimi Saadabadi, Sahar Rahimi Malakshan, Nasser M. Nasrabadi .[Pose Attention-Guided Profile-to-Frontal Face Recognition](https://arxiv.org/pdf/2209.07001) [J]. arXiv preprint arXiv:2209.07001.

- Hailin Shi, Hang Du, Yibo Hu, Jun Wang, Dan Zeng, Ting Yao .[Scale Attention for Learning Deep Face Representation: A Study Against Visual Scale Variation](https://arxiv.org/pdf/2209.08788) [J]. arXiv preprint arXiv:2209.08788.

- Md Imran Hosen, Md Baharul Islam .[HiMFR: A Hybrid Masked Face Recognition Through Face Inpainting](https://arxiv.org/pdf/2209.08930) [J]. arXiv preprint arXiv:2209.08930.

- Sungho Shin, Joosoon Lee, Junseok Lee, Yeonguk Yu, Kyoobin Lee .[Teaching Where to Look: Attention Similarity Knowledge Distillation for Low Resolution Face Recognition](https://arxiv.org/pdf/2209.14498) [J]. arXiv preprint arXiv:2209.14498.

- Andrea Atzori, Gianni Fenu, Mirko Marras .[The More Secure, The Less Equally Usable: Gender and Ethnicity (Un)fairness of Deep Face Recognition along Security Thresholds](https://arxiv.org/pdf/2209.15550) [J]. arXiv preprint arXiv:2209.15550.

- Gwangbin Bae, Martin de La Gorce, Tadas Baltrusaitis, Charlie Hewitt, Dong Chen, Julien Valentin, Roberto Cipolla, Jingjing Shen .[DigiFace-1M: 1 Million Digital Face Images for Face Recognition](https://arxiv.org/pdf/2210.02579) [J]. arXiv preprint arXiv:2210.02579.

- Shijie Wu, Xun Gong .[BoundaryFace: A mining framework with noise label self-correction for Face Recognition](https://arxiv.org/pdf/2210.04567) [J]. arXiv preprint arXiv:2210.04567.

- Mohammed R. Al-Sinan, Aseel F. Haneef, Hamzah Luqman .[Ensemble Learning using Transformers and Convolutional Networks for Masked Face Recognition](https://arxiv.org/pdf/2210.04816) [J]. arXiv preprint arXiv:2210.04816.

- Anjith George, Amir Mohammadi, Sebastien Marcel .[Prepended Domain Transformer: Heterogeneous Face Recognition without Bells and Whistles](https://arxiv.org/pdf/2210.06529) [J]. arXiv preprint arXiv:2210.06529.

- Adam Dorian Wong .[BLADERUNNER: Rapid Countermeasure for Synthetic (AI-Generated) StyleGAN Faces](https://arxiv.org/pdf/2210.06587) [J]. arXiv preprint arXiv:2210.06587.

- Artem Sevastopolsky, Yury Malkov, Nikita Durasov, Luisa Verdoliva, Matthias Nießner .[How to Boost Face Recognition with StyleGAN?](https://arxiv.org/pdf/2210.10090) [J]. arXiv preprint arXiv:2210.10090.

- Marco Huber, Philipp Terhörst, Florian Kirchbuchner, Naser Damer, Arjan Kuijper .[Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition](https://arxiv.org/pdf/2210.10354) [J]. arXiv preprint arXiv:2210.10354.

- Minchul Kim, Feng Liu, Anil Jain, Xiaoming Liu .[Cluster and Aggregate: Face Recognition with Large Probe Set](https://arxiv.org/pdf/2210.10864) [J]. arXiv preprint arXiv:2210.10864.

- Mengyu Rao, Ruiyi Bao, Liangshun Dong .[Face Emotion Recognization Using Dataset Augmentation Based on Neural Network](https://arxiv.org/pdf/2210.12689) [J]. arXiv preprint arXiv:2210.12689.

- Jean-Rémy Conti, Nathan Noiry, Vincent Despiegel, Stéphane Gentric, Stéphan Clémençon .[Mitigating Gender Bias in Face Recognition Using the von Mises-Fisher Mixture Model](https://arxiv.org/pdf/2210.13664) [J]. arXiv preprint arXiv:2210.13664.

- Eker Onur, Bal Murat .[A Comparative Analysis of the Face Recognition Methods in Video Surveillance Scenarios](https://arxiv.org/pdf/2211.02952) [J]. arXiv preprint arXiv:2211.02952.

- Jaechul Roh, Yajun Fang .[Robust Smart Home Face Recognition under Starving Federated Data](https://arxiv.org/pdf/2211.05410) [J]. arXiv preprint arXiv:2211.05410.

- Yunqi Miao, Alexandros Lattas, Jiankang Deng, Jungong Han, Stefanos Zafeiriou .[Physically-Based Face Rendering for NIR-VIS Face Recognition](https://arxiv.org/pdf/2211.06408) [J]. arXiv preprint arXiv:2211.06408.

- Jean-Rémy Conti, Stéphan Clémençon .[Assessing Performance and Fairness Metrics in Face Recognition - Bootstrap Methods](https://arxiv.org/pdf/2211.07245) [J]. arXiv preprint arXiv:2211.07245.

- Fadi Boutros, Marcel Klemt, Meiling Fang, Arjan Kuijper, Naser Damer .[Unsupervised Face Recognition using Unlabeled Synthetic Data](https://arxiv.org/pdf/2211.07371) [J]. arXiv preprint arXiv:2211.07371.

- Cedric Nimpa Fondje, Shuowen Hu, Benjamin S. Riggan .[Learning Domain and Pose Invariance for Thermal-to-Visible Face Recognition](https://arxiv.org/pdf/2211.09350) [J]. arXiv preprint arXiv:2211.09350.

- Federico Cunico, Andrea Toaiari, Marco Cristani .[A Masked Face Classification Benchmark](https://arxiv.org/pdf/2211.13061) [J]. arXiv preprint arXiv:2211.13061.

- Martin Knoche, Torben Teepe, Stefan Hörmann, Gerhard Rigoll .[Explainable Model-Agnostic Similarity and Confidence in Face Verification](https://arxiv.org/pdf/2211.13735) [J]. arXiv preprint arXiv:2211.13735.

- Fu-En Wang, Chien-Yi Wang, Min Sun, Shang-Hong Lai .[MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face Recognition](https://arxiv.org/pdf/2211.15181) [J]. arXiv preprint arXiv:2211.15181.

- Klemen Grm, Berk Kemal Özata, Vitomir Štruc, Hazım Kemal Ekenel .[Meet-in-the-middle: Multi-scale upsampling and matching for cross-resolution face recognition](https://arxiv.org/pdf/2211.15225) [J]. arXiv preprint arXiv:2211.15225.

- Zhonglin Sun, Georgios Tzimiropoulos .[Part-based Face Recognition with Vision Transformers](https://arxiv.org/pdf/2212.00057) [J]. arXiv preprint arXiv:2212.00057.

- Lei Shang, Mouxiao Huang, Wu Shi, Yuchen Liu, Yang Liu, Fei Wang, Baigui Sun, Xuansong Xie, Yu Qiao .[Improving Training and Inference of Face Recognition Models via Random Temperature Scaling](https://arxiv.org/pdf/2212.01015) [J]. arXiv preprint arXiv:2212.01015.

- Seyyed Mohammad Sadegh Moosavi Khorzooghi, Shirin Nilizadeh .[StyleGAN as a Utility-Preserving Face De-identification Method](https://arxiv.org/pdf/2212.02611) [J]. arXiv preprint arXiv:2212.02611.

- Hui Hu, Jiawei Zhang, Zhen Han .[Mutimodal Ranking Optimization for Heterogeneous Face Re-identification](https://arxiv.org/pdf/2212.05510) [J]. arXiv preprint arXiv:2212.05510.

- Xinyi Wang, Jianteng Peng, Sufang Zhang, Bihui Chen, Yi Wang, Yandong Guo .[A Survey of Face Recognition](https://arxiv.org/pdf/2212.13038) [J]. arXiv preprint arXiv:2212.13038.



### 2023



---

## Face(Facial) Attribute && Face(Facial) Analysis && Face Quality && Face Parsing

### 2012

- Vinay Bettadapura .[Face Expression Recognition and Analysis: The State of the Art](https://arxiv.org/pdf/1203.06722) .[J] arXiv preprint arXiv:1203.06722.



### 2014

- Hongli Liu, Weifeng Liu, Yanjiang Wang .[Multi-view Face Analysis Based on Gabor Features](https://arxiv.org/pdf/1403.01327) .[J] arXiv preprint arXiv:1403.01327.

- Zhanpeng Zhang, Ping Luo, Chen Change Loy, Xiaoou Tang .[Learning Deep Representation for Face Alignment with Auxiliary  Attributes](https://arxiv.org/pdf/1408.03967) .[J] arXiv preprint arXiv:1408.03967.

- Ziwei Liu, Ping Luo, Xiaogang Wang, Xiaoou Tang .[Deep Learning Face Attributes in the Wild](https://arxiv.org/pdf/1411.07766) .[J] arXiv preprint arXiv:1411.07766.



### 2015

- Hongyu Yang, Di Huang, Yunhong Wang, Heng Wang, Yuanyan Tang .[Face Aging Effect Simulation using Hidden Factor Analysis Joint Sparse  Representation](https://arxiv.org/pdf/1511.01186) .[J] arXiv preprint arXiv:1511.01186.

- David Rim, Sina Honari, Md Kamrul Hasan, Chris Pal .[Improving Facial Analysis and Performance Driven Animation through  Disentangling Identity and Expression](https://arxiv.org/pdf/1512.08212) .[J] arXiv preprint arXiv:1512.08212.



### 2016

- Yang Zhong, Josephine Sullivan, Haibo Li .[Leveraging Mid-Level Deep Representations For Predicting Face Attributes  in the Wild](https://arxiv.org/pdf/1602.01827) .[J] arXiv preprint arXiv:1602.01827.

- Yang Zhong, Josephine Sullivan, Haibo Li .[Face Attribute Prediction Using Off-the-Shelf CNN Features](https://arxiv.org/pdf/1602.03935) .[J] arXiv preprint arXiv:1602.03935.

- Ethan Rudd, Manuel Günther, Terrance Boult .[MOON: A Mixed Objective Optimization Network for the Recognition of  Facial Attributes](https://arxiv.org/pdf/1603.07027) .[J] arXiv preprint arXiv:1603.07027.

- Karan Sikka, Gaurav Sharma, Marian Bartlett .[LOMo: Latent Ordinal Model for Facial Analysis in Videos](https://arxiv.org/pdf/1604.01500) .[J] arXiv preprint arXiv:1604.01500.

- N. S. Lakshmiprabha .[Fusing Face and Periocular biometrics using Canonical correlation  analysis](https://arxiv.org/pdf/1604.01683) .[J] arXiv preprint arXiv:1604.01683.

- N. S. Lakshmiprabha .[Face Image Analysis using AAM, Gabor, LBP and WD features for Gender,  Age, Expression and Ethnicity Classification](https://arxiv.org/pdf/1604.01684) .[J] arXiv preprint arXiv:1604.01684.

- Stefanos Eleftheriadis, Ognjen Rudovic, Marc P. Deisenroth, Maja Pantic .[Gaussian Process Domain Experts for Model Adaptation in Facial Behavior  Analysis](https://arxiv.org/pdf/1604.02917) .[J] arXiv preprint arXiv:1604.02917.

- Jing Wang, Yu Cheng, Rogerio Schmidt Feris .[Walk and Learn: Facial Attribute Representation Learning from Egocentric  Video and Contextual Data](https://arxiv.org/pdf/1604.06433) .[J] arXiv preprint arXiv:1604.06433.

- Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult .[Are Facial Attributes Adversarially Robust?](https://arxiv.org/pdf/1605.05411) .[J] arXiv preprint arXiv:1605.05411.

- Mehdi Ghayoumi, Arvind K Bansal .[Unifying Geometric Features and Facial Action Units for Improved  Performance of Facial Expression Analysis](https://arxiv.org/pdf/1606.00822) .[J] arXiv preprint arXiv:1606.00822.

- Tobi Baumgartner, Jack Culpepper .[Deep Architectures for Face Attributes](https://arxiv.org/pdf/1609.09018) .[J] arXiv preprint arXiv:1609.09018.

- Mu Li, Wangmeng Zuo, David Zhang .[Deep Identity-aware Transfer of Facial Attributes](https://arxiv.org/pdf/1610.05586) .[J] arXiv preprint arXiv:1610.05586.

- Binod Bhattarai, Gaurav Sharma, Frederic Jurie .[Deep fusion of visual signatures for client-server facial analysis](https://arxiv.org/pdf/1611.00142) .[J] arXiv preprint arXiv:1611.00142.

- Rajeev Ranjan, Swami Sankaranarayanan, Carlos D. Castillo, Rama Chellappa .[An All-In-One Convolutional Neural Network for Face Analysis](https://arxiv.org/pdf/1611.00851) .[J] arXiv preprint arXiv:1611.00851.

- Minchul Shin, Munsang Kim, Dong-Soo Kwon .[Baseline CNN structure analysis for facial expression recognition](https://arxiv.org/pdf/1611.04251) .[J] arXiv preprint arXiv:1611.04251.

- Manuel Günther, Andras Rozsa, Terrance E. Boult .[AFFACT - Alignment-Free Facial Attribute Classification Technique](https://arxiv.org/pdf/1611.06158) .[J] arXiv preprint arXiv:1611.06158.

- Wei Shen, Rujie Liu .[Learning Residual Images for Face Attribute Manipulation](https://arxiv.org/pdf/1612.05363) .[J] arXiv preprint arXiv:1612.05363.



### 2017

- Michel F. Valstar, Enrique Sánchez-Lozano, Jeffrey F. Cohn, László A. Jeni, Jeffrey M. Girard, Zheng Zhang, Lijun Yin, Maja Pantic .[FERA 2017 - Addressing Head Pose in the Third Facial Expression  Recognition and Analysis Challenge](https://arxiv.org/pdf/1702.04174) .[J] arXiv preprint arXiv:1702.04174.

- Weidong Yin, Yanwei Fu, Leonid Sigal, Xiangyang Xue .[Semi-Latent GAN: Learning to generate and modify facial images from  attributes](https://arxiv.org/pdf/1704.02166) .[J] arXiv preprint arXiv:1704.02166.

- Mahdi M. Kalayeh, Boqing Gong, Mubarak Shah .[Improving Facial Attribute Prediction using Semantic Segmentation](https://arxiv.org/pdf/1704.08740) .[J] arXiv preprint arXiv:1704.08740.

- Hu Han, Anil K. Jain, Fang Wang, Shiguang Shan, Xilin Chen .[Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning  Approach](https://arxiv.org/pdf/1706.00906) .[J] arXiv preprint arXiv:1706.00906.

- Keke He, Yanwei Fu, Xiangyang Xue .[A Jointly Learned Deep Architecture for Facial Attribute Analysis and  Face Detection in the Wild](https://arxiv.org/pdf/1707.08705) .[J] arXiv preprint arXiv:1707.08705.

- Hui Ding, Hao Zhou, Shaohua Kevin Zhou, Rama Chellappa .[A Deep Cascade Network for Unaligned Face Attribute Classification](https://arxiv.org/pdf/1709.03851) .[J] arXiv preprint arXiv:1709.03851.

- Zhenliang He, Wangmeng Zuo, Meina Kan, Shiguang Shan, Xilin Chen .[Arbitrary Facial Attribute Editing: Only Change What You Want](https://arxiv.org/pdf/1711.10678) .[J] arXiv preprint arXiv:1711.10678.

- Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Chao Wang, Nan Wang .[Pipeline Generative Adversarial Networks for Facial Images Generation  with Multiple Attributes](https://arxiv.org/pdf/1711.10742) .[J] arXiv preprint arXiv:1711.10742.

- Stylianos Moschoglou, Evangelos Ververas, Yannis Panagakis, Mihalis Nicolaou, Stefanos Zafeiriou .[Multi-Attribute Robust Component Analysis for Facial UV Maps](https://arxiv.org/pdf/1712.05799) .[J] arXiv preprint arXiv:1712.05799.



### 2018

- Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult .[Facial Attributes: Accuracy and Adversarial Robustness](https://arxiv.org/pdf/1801.02480) .[J] arXiv preprint arXiv:1801.02480.

- Upal Mahbub, Sayantan Sarkar, Rama Chellappa .[Segment-based Methods for Facial Attribute Detection from Partial Faces](https://arxiv.org/pdf/1801.03546) .[J] arXiv preprint arXiv:1801.03546.

- Mengtian Li, Laszlo Jeni, Deva Ramanan .[Brute-Force Facial Landmark Analysis With A 140,000-Way Classifier](https://arxiv.org/pdf/1802.01777) .[J] arXiv preprint arXiv:1802.01777.

- Ligang Zhang, Brijesh Verma, Dian Tjondronegoro, Vinod Chandran .[Facial Expression Analysis under Partial Occlusion: A Survey](https://arxiv.org/pdf/1802.08784) .[J] arXiv preprint arXiv:1802.08784.

-  .[Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised  Facial Behavior Analysis](https://arxiv.org/pdf/1803.00907) .[J] arXiv preprint arXiv:1803.00907.

- Xiaofang Wang, Guoqiang Xiang, Xinyue Zhang, Wei Wei .[Image Registration Based Flicker Solving in Video Face Replacement and  Analysis Based Sub-pixel Image Registration](https://arxiv.org/pdf/1803.05851) .[J] arXiv preprint arXiv:1803.05851.

- Akshay Sethi, Maneet Singh, Richa Singh, Mayank Vatsa .[Residual Codean Autoencoder for Facial Attribute Analysis](https://arxiv.org/pdf/1803.07386) .[J] arXiv preprint arXiv:1803.07386.

- Lingfeng Zhang, Pengfei Dou, Ioannis A. Kakadiaris .[A Face Recognition Signature Combining Patch-based Features with Soft  Facial Attributes](https://arxiv.org/pdf/1803.09359) .[J] arXiv preprint arXiv:1803.09359.

- Taihong Xiao, Jiapeng Hong, Jinwen Ma .[ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple  Face Attributes](https://arxiv.org/pdf/1803.10562) .[J] arXiv preprint arXiv:1803.10562.

- Mingxing Duan, Kenli Li, Qi Tian .[A Novel Multi-Task Tensor Correlation Neural Network for Facial  Attribute Prediction](https://arxiv.org/pdf/1804.02810) .[J] arXiv preprint arXiv:1804.02810.

- Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Mehdi Iranmanesh, Nasser M. Nasrabadi .[Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo  Recognition](https://arxiv.org/pdf/1804.03082) .[J] arXiv preprint arXiv:1804.03082.

- Ruoqi Sun, Chen Huang, Jianping Shi, Lizhuang Ma .[Mask-aware Photorealistic Face Attribute Manipulation](https://arxiv.org/pdf/1804.08882) .[J] arXiv preprint arXiv:1804.08882.

- Fariborz Taherkhani, Nasser M. Nasrabadi, Jeremy Dawson .[A Deep Face Identification Network Enhanced by Facial Attributes  Prediction](https://arxiv.org/pdf/1805.00324) .[J] arXiv preprint arXiv:1805.00324.

- Feng Zhou, Shu Kong, Charless Fowlkes, Tao Chen, Baiying Lei .[Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model](https://arxiv.org/pdf/1805.01024) .[J] arXiv preprint arXiv:1805.01024.

- Ni Zhuang, Yan Yan, Si Chen, Hanzi Wang, Chunhua Shen .[Multi-label Learning Based Deep Transfer Neural Network for Facial  Attribute Classification](https://arxiv.org/pdf/1805.01282) .[J] arXiv preprint arXiv:1805.01282.

- Ni Zhuang, Yan Yan, Si Chen, Hanzi Wang .[Multi-task Learning of Cascaded CNN for Facial Attribute Classification](https://arxiv.org/pdf/1805.01290) .[J] arXiv preprint arXiv:1805.01290.

- Walied Merghani, Adrian K. Davison, Moi Hoon Yap .[A Review on Facial Micro-Expressions Analysis: Datasets, Features and  Metrics](https://arxiv.org/pdf/1805.02397) .[J] arXiv preprint arXiv:1805.02397.

- Jichao Zhang, Yezhi Shu, Songhua Xu, Gongze Cao, Fan Zhong, Xueying Qin .[Sparsely Grouped Multi-task Generative Adversarial Networks for Facial  Attribute Manipulation](https://arxiv.org/pdf/1805.07509) .[J] arXiv preprint arXiv:1805.07509.

- Xudong Liu, Guodong Guo .[Attributes in Multiple Facial Images](https://arxiv.org/pdf/1805.09203) .[J] arXiv preprint arXiv:1805.09203.

- Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta .[Anonymizing k-Facial Attributes via Adversarial Perturbations](https://arxiv.org/pdf/1805.09380) .[J] arXiv preprint arXiv:1805.09380.

- Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang .[Deep Imbalanced Learning for Face Recognition and Attribute Prediction](https://arxiv.org/pdf/1806.00194) .[J] arXiv preprint arXiv:1806.00194.

- Yee-Hui Oh, John See, Anh Cat Le Ngo, Raphael Chung-Wei Phan, Vishnu Monn Baskaran .[A Survey of Automatic Facial Micro-expression Analysis: Databases,  Methods and Challenges](https://arxiv.org/pdf/1806.05781) .[J] arXiv preprint arXiv:1806.05781.

- Evgeny Izutov .[High Diversity Attribute Guided Face Generation with GANs](https://arxiv.org/pdf/1806.10982) .[J] arXiv preprint arXiv:1806.10982.

- Omid Mohamad Nezami, Mark Dras, Peter Anderson, Len Hamey .[Face-Cap: Image Captioning using Facial Expression Analysis](https://arxiv.org/pdf/1807.02250) .[J] arXiv preprint arXiv:1807.02250.

- Charlie Hewitt, Hatice Gunes .[CNN-based Facial Affect Analysis on Mobile Devices](https://arxiv.org/pdf/1807.08775) .[J] arXiv preprint arXiv:1807.08775.

- Seyed Mehdi Iranmanesh, Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Nasser M. Nasrabadi .[Deep Sketch-Photo Face Recognition Assisted by Facial Attributes](https://arxiv.org/pdf/1808.00059) .[J] arXiv preprint arXiv:1808.00059.

- Mina Bishay, Petar Palasek, Stefan Priebe, Ioannis Patras .[SchiNet: Automatic Estimation of Symptoms of Schizophrenia from Facial  Behaviour Analysis](https://arxiv.org/pdf/1808.02531) .[J] arXiv preprint arXiv:1808.02531.

- Olivia Wiles, A. Sophia Koepke, Andrew Zisserman .[Self-supervised learning of a facial attribute embedding from video](https://arxiv.org/pdf/1808.06882) .[J] arXiv preprint arXiv:1808.06882.

- Janne Tommola, Pedram Ghazi, Bishwo Adhikari, Heikki Huttunen .[Real Time System for Facial Analysis](https://arxiv.org/pdf/1809.05474) .[J] arXiv preprint arXiv:1809.05474.

- Yunfan Liu, Qi Li, Zhenan Sun .[Attribute Enhanced Face Aging with Wavelet-based Generative Adversarial  Networks](https://arxiv.org/pdf/1809.06647) .[J] arXiv preprint arXiv:1809.06647.

- Yan Zhang, Li Sun .[Exploring Correlations in Multiple Facial Attributes through Graph Attention Network](https://arxiv.org/pdf/1810.09162) .[J] arXiv preprint arXiv:1810.09162.

- Naima Otberdout, Anis Kacem, Mohamed Daoudi, Lahoucine Ballihi, Stefano Berretti .[Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories](https://arxiv.org/pdf/1810.11392) .[J] arXiv preprint arXiv:1810.11392.

- Zahra Sadeghi .[Conceptual Content in Deep Convolutional Neural Networks: An analysis into multi-faceted properties of neurons](https://arxiv.org/pdf/1811.00161) .[J] arXiv preprint arXiv:1811.00161.

- Jiaxu Zuo, Tom Gedeon, Zhenyue Qin .[Your Eyes Say You're Lying: An Eye Movement Pattern Analysis for Face Familiarity and Deceptive Cognition](https://arxiv.org/pdf/1811.03401) .[J] arXiv preprint arXiv:1811.03401.

- Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou .[Generating faces for affect analysis](https://arxiv.org/pdf/1811.05027) .[J] arXiv preprint arXiv:1811.05027.

- Adam Kortylewski, Mario Wieser, Andreas Morel-Forster, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth, Thomas Vetter .[Informed MCMC with Bayesian Neural Networks for Facial Image Analysis](https://arxiv.org/pdf/1811.07969) .[J] arXiv preprint arXiv:1811.07969.

- Luo Jiang, Juyong Zhang, Bailin Deng .[Robust RGB-D Face Recognition Using Attribute-Aware Loss](https://arxiv.org/pdf/1811.09847) .[J] arXiv preprint arXiv:1811.09847.

- Weidong Yin, Ziwei Liu, Chen Change Loy .[Instance-level Facial Attributes Transfer with Geometry-Aware Flow](https://arxiv.org/pdf/1811.12670) .[J] arXiv preprint arXiv:1811.12670.

- Jie Cai, Zibo Meng, Ahmed Shehab Khan, Zhiyuan Li, James O'Reilly, Yan Tong .[Probabilistic Attribute Tree in Convolutional Neural Networks for Facial Expression Recognition](https://arxiv.org/pdf/1812.07067) .[J] arXiv preprint arXiv:1812.07067.

- Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He .[A Survey to Deep Facial Attribute Analysis](https://arxiv.org/pdf/1812.10265) .[J] arXiv preprint arXiv:1812.10265.



### 2019

- Rafal Pilarczyk, Xin Chang, Wladyslaw Skarbek .[Human Face Expressions from Images - 2D Face Geometry and 3D Face Local Motion versus Deep Neural Features](https://arxiv.org/pdf/1901.11179) .[J] arXiv preprint arXiv:1901.11179.

- Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo .[Additional Baseline Metrics for the paper "Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification"](https://arxiv.org/pdf/1902.03804) .[J] arXiv preprint arXiv:1902.03804.

- Youngkyoon Jang, Hatice Gunes, Ioannis Patras .[Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild](https://arxiv.org/pdf/1902.04042) .[J] arXiv preprint arXiv:1902.04042.

- Natalia Martinez, Martin Bertran, Guillermo Sapiro, Hau-Tieng Wu .[Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video](https://arxiv.org/pdf/1902.05194) .[J] arXiv preprint arXiv:1902.05194.

- Guiying Zhang, Yuxin Cui, Yong Zhao, Jianjun Hu .[ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset](https://arxiv.org/pdf/1902.07902) .[J] arXiv preprint arXiv:1902.07902.

- Prithviraj Dhar, Carlos D. Castillo, Rama Chellappa .[On measuring the iconicity of a face](https://arxiv.org/pdf/1903.01581) .[J] arXiv preprint arXiv:1903.01581.

- Reo Ogusu, Takao Yamanaka .[LPM: Learnable Pooling Module for Efficient Full-Face Gaze Estimation](https://arxiv.org/pdf/1903.05761) .[J] arXiv preprint arXiv:1903.05761.

- KS Krishnapriya, Kushal Vangara, Michael C. King, Vitor Albiero, Kevin Bowyer .[Characterizing the Variability in Face Recognition Accuracy Relative to Race](https://arxiv.org/pdf/1904.07325) .[J] arXiv preprint arXiv:1904.07325.

- Xiao Zhang, Rui Zhao, Junjie Yan, Mengya Gao, Yu Qiao, Xiaogang Wang, Hongsheng Li .[P2SGrad: Refined Gradients for Optimizing Deep Face Models](https://arxiv.org/pdf/1905.02479) .[J] arXiv preprint arXiv:1905.02479.

- Lele Chen, Ross K. Maddox, Zhiyao Duan, Chenliang Xu .[Hierarchical Cross-Modal Talking Face Generationwith Dynamic Pixel-Wise Loss](https://arxiv.org/pdf/1905.03820) .[J] arXiv preprint arXiv:1905.03820.

- Hanxiang Hao, David Güera, Amy R. Reibman, Edward J. Delp .[Robustness Analysis of Face Obscuration](https://arxiv.org/pdf/1905.05243) .[J] arXiv preprint arXiv:1905.05243.

- Yinglu Liu, Hailin Shi, Yue Si, Hao Shen, Xiaobo Wang, Tao Mei .[A High-Efficiency Framework for Constructing Large-Scale Face Parsing Benchmark](https://arxiv.org/pdf/1905.04830) .[J] arXiv preprint arXiv:1905.04830.

- Jinpeng Lin, Hao Yang, Dong Chen, Ming Zeng, Fang Wen, Lu Yuan .[Face Parsing with RoI Tanh-Warping](https://arxiv.org/pdf/1906.01342) .[J] arXiv preprint arXiv:1906.01342.

- Ankit Sharma, Hassan Foroosh .[Slim-CNN: A Light-Weight CNN for Face Attribute Prediction](https://arxiv.org/pdf/1907.02157) .[J] arXiv preprint arXiv:1907.02157.

- Binod Bhattarai, Rumeysa Bodur, Tae-Kyun Kim .[AugLabel: Exploiting Word Representations to Augment Labels for Face Attribute Classification](https://arxiv.org/pdf/1907.06757) .[J] arXiv preprint arXiv:1907.06757.

- Sepidehsadat Hosseini, Mohammad Amin Shabani, Nam Ik Cho .[Distill-2MD-MTL: Data Distillation based on Multi-Dataset Multi-Domain Multi-Task Frame Work to Solve Face Related Tasksks, Multi Task Learning, Semi-Supervised Learning](https://arxiv.org/pdf/1907.03402) .[J] arXiv preprint arXiv:1907.03402.

- Dogucan Yaman, Fevziye Irem Eyiokur, Hazım Kemal Ekenel .[Multimodal Age and Gender Classification Using Ear and Profile Face Images](https://arxiv.org/pdf/1907.10081) .[J] arXiv preprint arXiv:1907.10081.

- Kimmo Kärkkäinen, Jungseock Joo .[FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age](https://arxiv.org/pdf/1908.04913) .[J] arXiv preprint arXiv:1908.04913.

- Sarah Alotaibi, William Smith .[BioFaceNet: Deep Biophysical Face Image Interpretation](https://arxiv.org/pdf/1908.10578) .[J] arXiv preprint arXiv:1908.10578.

- 【Dataset】Raj Kuwar Gupta, Shresth Verma, KV Arya, Soumya Agarwal, Prince Gupta .[IIITM Face: A Database for Facial Attribute Detection in Constrained and Simulated Unconstrained Environments](https://arxiv.org/pdf/1910.01219) .[J] arXiv preprint arXiv:1910.01219.

- Dimitrios Kollias, Stefanos Zafeiriou .[Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace](https://arxiv.org/pdf/1910.04855) .[J] arXiv preprint arXiv:1910.04855.

- Prithviraj Dhar, Ankan Bansal, Carlos D. Castillo, Joshua Gleason, P. Jonathon Phillips, Rama Chellappa .[How are attributes expressed in face DCNNs?](https://arxiv.org/pdf/1910.05657) .[J] arXiv preprint arXiv:1910.05657.

- Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou .[Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network](https://arxiv.org/pdf/1910.11111) .[J] arXiv preprint arXiv:1910.11111.

- Mariana-Iuliana Georgescu, Radu Tudor Ionescu.[Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks](https://arxiv.org/pdf/1911.04852) [J]. arXiv preprint arXiv:1911.04852.

- Zheng Lian, Ya Li, Jian-Hua Tao, Jian Huang, Ming-Yue Niu .[Expression Analysis Based on Face Regions in Read-world Conditions](https://arxiv.org/pdf/1911.05188) [J]. arXiv preprint arXiv:1911.05188.

- Shangfei Wang, Shi Yin, Longfei Hao, Guang Liang .[Multiple Face Analyses through Adversarial Learning](https://arxiv.org/pdf/1911.07846) [J]. arXiv preprint arXiv:1911.07846.

- Domingo Mery, Florencia Valdes .[Graph Representation for Face Analysis in Image Collections](https://arxiv.org/pdf/1911.11970) [J]. arXiv preprint arXiv:1911.11970.

- Giulia Orrù, Gian Luca Marcialis, Fabio Roli .[A novel classification-selection approach for the self updating of template-based face recognition systems](https://arxiv.org/pdf/1911.12688) [J]. arXiv preprint arXiv:1911.12688.

- Ignacio Serna, Aythami Morales, Julian Fierrez, Manuel Cebrian, Nick Obradovich, Iyad Rahwan .[Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics](https://arxiv.org/pdf/1912.01842) [J]. arXiv preprint arXiv:1912.01842.

- Hyojin Bahng, Sunghyo Chung, Seungjoo Yoo, Jaegul Choo .[Exploring Unlabeled Faces for Novel Attribute Discovery](https://arxiv.org/pdf/1912.03085) [J]. arXiv preprint arXiv:1912.03085.

- Jia Li, Tong Shen, Wei Zhang, Hui Ren, Dan Zeng, Tao Mei .[Zooming into Face Forensics: A Pixel-level Analysis](https://arxiv.org/pdf/1912.05790) [J]. arXiv preprint arXiv:1912.05790.



### 2020

- Ulrich Scherhag, Christian Rathgeb, Johannes Merkle, Christoph Busch .[Deep Face Representations for Differential Morphing Attack Detection](https://arxiv.org/pdf/2001.01202) .[J] arXiv preprint arXiv:2001.01202

- Chris Dulhanty, Alexander Wong .[Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification](https://arxiv.org/pdf/2001.03071) .[J] arXiv preprint arXiv:2001.03071

- X G Tu, Y Luo, H S Zhang, W J Ai, Z Ma, M Xie .[Face Attribute Invertion](https://arxiv.org/pdf/2001.04665) .[J] arXiv preprint arXiv:2001.04665

- Vítor Albiero, Krishnapriya K.S., Kushal Vangara, Kai Zhang, Michael C. King, Kevin W. Bowyer .[Analysis of Gender Inequality In Face Recognition Accuracy](https://arxiv.org/pdf/2002.00065) .[J] arXiv preprint arXiv:2002.00065

- Vítor Albiero, Kai Zhang, Kevin W. Bowyer .[How Does Gender Balance In Training Data Affect Face Recognition Accuracy?](https://arxiv.org/pdf/2002.02934) .[J] arXiv preprint arXiv:2002.02934

- Richa Singh, Akshay Agarwal, Maneet Singh, Shruti Nagpal, Mayank Vatsa .[On the Robustness of Face Recognition Algorithms Against Attacks and Bias](https://arxiv.org/pdf/2002.02942) .[J] arXiv preprint arXiv:2002.02942

- Zi Yin, Valentin Yiu, Xiaolin Hu, Liang Tang .[End-to-End Face Parsing via Interlinked Convolutional Neural Networks](https://arxiv.org/pdf/2002.04831) .[J] arXiv preprint arXiv:2002.04831

- Sudipta Banerjee, Arun Ross .[Face Phylogeny Tree Using Basis Functions](https://arxiv.org/pdf/2002.09068) .[J] arXiv preprint arXiv:2002.09068

- Yichun Shi, Anil K. Jain .[Generalizing Face Representation with Unlabeled Data](https://arxiv.org/pdf/2003.07936) .[J] arXiv preprint arXiv:2003.07936

- Philipp Terhörst, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper .[SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness](https://arxiv.org/pdf/2003.09373) .[J] arXiv preprint arXiv:2003.09373

- Victoria Fernandez Abrevaya, Adnane Boukhayma, Philip H. S. Torr, Edmond Boyer .[Cross-modal Deep Face Normals with Deactivable Skip Connections](https://arxiv.org/pdf/2003.09691) .[J] arXiv preprint arXiv:2003.09691

- Yuda Qiu, Zhangyang Xiong, Kai Han, Zhongyuan Wang, Zixiang Xiong, Xiaoguang Han .[Learning Inverse Rendering of Faces from Real-world Videos](https://arxiv.org/pdf/2003.12047) .[J] arXiv preprint arXiv:2003.12047

- Ruilong Li, Karl Bladin, Yajie Zhao, Chinmay Chinara, Owen Ingraham, Pengda Xiang, Xinglei Ren, Pratusha Prasad, Bipin Kishore, Jun Xing, Hao Li .[Learning Formation of Physically-Based Face Attributes](https://arxiv.org/pdf/2004.03458) [J]. arXiv preprint arXiv:2004.03458.

- Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fierrez .[InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics](https://arxiv.org/pdf/2004.06592) [J]. arXiv preprint arXiv:2004.06592.

- Xin Ning, Shaohui Xu, Xiaoli Dong, Weijun Li, Fangzhe Nan, Yuanzhou Yao .[Continuous learning of face attribute synthesis](https://arxiv.org/pdf/2004.06904) [J]. arXiv preprint arXiv:2004.06904.

- Seyma Yucer, Samet Akçay, Noura Al-Moubayed, Toby P. Breckon .[Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation](https://arxiv.org/pdf/2004.08945) [J]. arXiv preprint arXiv:2004.08945.

- Markos Georgopoulos, Yannis Panagakis, Maja Pantic .[Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study](https://arxiv.org/pdf/2005.07302) [J]. arXiv preprint arXiv:2005.07302.

- Ying Huang, Shangfeng Qiu, Wenwei Zhang, Xianghui Luo, Jinzhuo Wang .[More Information Supervised Probabilistic Deep Face Embedding Learning](https://arxiv.org/pdf/2006.04518) [J]. arXiv preprint arXiv:2006.04518.

- Tiago Buarque Assunção de Carvalho .[Agrupamento de Pixels para o Reconhecimento de Faces](https://arxiv.org/pdf/2006.05652) [J]. arXiv preprint arXiv:2006.05652.

- Patrik Jonell, Taras Kucherenko, Gustav Eje Henter, Jonas Beskow .[Let's face it: Probabilistic multi-modal interlocutor-aware generation of facial gestures in dyadic settings](https://arxiv.org/pdf/2006.09888) [J]. arXiv preprint arXiv:2006.09888.

- Torsten Schlett, Christian Rathgeb, Christoph Busch .[Deep Learning-based Single Image Face Depth Data Enhancement](https://arxiv.org/pdf/2006.11091) [J]. arXiv preprint arXiv:2006.11091.

- Guha Balakrishnan, Yuanjun Xiong, Wei Xia, Pietro Perona .[Towards causal benchmarking of bias in face analysis algorithms](https://arxiv.org/pdf/2007.06570) [J]. arXiv preprint arXiv:2007.06570.

- Hang Du, Hailin Shi, Yuchi Liu, Jun Wang, Zhen Lei, Dan Zeng, Tao Mei .[Semi-Siamese Training for Shallow Face Learning](https://arxiv.org/pdf/2007.08398) [J]. arXiv preprint arXiv:2007.08398.

- Gusi Te, Yinglu Liu, Wei Hu, Hailin Shi, Tao Mei .[Edge-aware Graph Representation Learning and Reasoning for Face Parsing](https://arxiv.org/pdf/2007.11240) [J]. arXiv preprint arXiv:2007.11240.

- K.V. Sridhar, Raghu vamshi Hemadri .[Performance analysis of weighted low rank model with sparse image histograms for face recognition under lowlevel illumination and occlusion](https://arxiv.org/pdf/2007.12362) [J]. arXiv preprint arXiv:2007.12362.

- Liping Zhang, Weijun Li, Lina Yu, Xiaoli Dong, Linjun Sun, Xin Ning, Jian Xu, Hong Qin .[GmFace: A Mathematical Model for Face Image Representation Using Multi-Gaussian](https://arxiv.org/pdf/2008.00752) [J]. arXiv preprint arXiv:2008.00752.

- Vítor Albiero, Kevin W. Bowyer .[Is Face Recognition Sexist? No, Gendered Hairstyles and Biology Are](https://arxiv.org/pdf/2008.06989) [J]. arXiv preprint arXiv:2008.06989.

- Alaul Islam (1), Anastasia Bezerianos (1), Bongshin Lee (2), Tanja Blascheck (3), Petra Isenberg (1) ((1) Université Paris-Saclay, CNRS, Inria, LRI, (2) Microsoft Research, (3) University of Stuttgart) .[Visualizing information on watch faces: A survey with smartwatch users](https://arxiv.org/pdf/2009.00750) [J]. arXiv preprint arXiv:2009.00750.

- Torsten Schlett, Christian Rathgeb, Olaf Henniger, Javier Galbally, Julian Fierrez, Christoph Busch .[Face Image Quality Assessment: A Literature Survey](https://arxiv.org/pdf/2009.01103) [J]. arXiv preprint arXiv:2009.01103.

- Michael Lyons, Kazunori Morikawa .[A Linked Aggregate Code for Processing Faces (Revised Version)](https://arxiv.org/pdf/2009.08281) [J]. arXiv preprint arXiv:2009.08281.

- Philipp Terhörst, Daniel Fährmann, Naser Damer, Florian Kirchbuchner, Arjan Kuijper .[Beyond Identity: What Information Is Stored in Biometric Face Templates?](https://arxiv.org/pdf/2009.09918) [J]. arXiv preprint arXiv:2009.09918.

- Yifan Xing, Yuanjun Xiong, Wei Xia .[3D-Aided Data Augmentation for Robust Face Understanding](https://arxiv.org/pdf/2010.01246) [J]. arXiv preprint arXiv:2010.01246.

- Pablo Barros, Alessandra Sciutti .[The FaceChannelS: Strike of the Sequences for the AffWild 2 Challenge](https://arxiv.org/pdf/2010.01557) [J]. arXiv preprint arXiv:2010.01557.

- David McNeely-White, Benjamin Sattelberg, Nathaniel Blanchard, Ross Beveridge .[Common CNN-based Face Embedding Spaces are (Almost) Equivalent](https://arxiv.org/pdf/2010.02323) [J]. arXiv preprint arXiv:2010.02323.

- Julia Dietlmeier, Joseph Antony, Kevin McGuinness, Noel E. O'Connor .[How important are faces for person re-identification?](https://arxiv.org/pdf/2010.06307) [J]. arXiv preprint arXiv:2010.06307.

- Han Wang .[Masked Face Image Classification with Sparse Representation based on Majority Voting Mechanism](https://arxiv.org/pdf/2011.04556) [J]. arXiv preprint arXiv:2011.04556.



### 2021

- Gusi Te, Wei Hu, Yinglu Liu, Hailin Shi, Tao Mei .[Adaptive Graph Representation Learning and Reasoning for Face Parsing](https://arxiv.org/pdf/2101.07034) [J]. arXiv preprint arXiv:2101.07034.

- Nayaneesh Kumar Mishra, Satish Kumar Singh .[Face Recognition Using $Sf_{3}CNN$ With Higher Feature Discrimination](https://arxiv.org/pdf/2102.01404) [J]. arXiv preprint arXiv:2102.01404.

- Zaid Khan, Yun Fu .[One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision](https://arxiv.org/pdf/2102.02320) [J]. arXiv preprint arXiv:2102.02320.

- Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic .[RoI Tanh-polar Transformer Network for Face Parsing in the Wild](https://arxiv.org/pdf/2102.02717) [J]. arXiv preprint arXiv:2102.02717.

- Kai Chen, Qi Lv, Taihe Yi, Zhengming Yi .[Reliable Probabilistic Face Embeddings in the Wild](https://arxiv.org/pdf/2102.04075) [J]. arXiv preprint arXiv:2102.04075.

- Bart P.G. Van Parys .[Optimal Transport in the Face of Noisy Data](https://arxiv.org/pdf/2102.04363) [J]. arXiv preprint arXiv:2102.04363.

- Michal Balazia, S L Happy, Francois Bremond, Antitza Dantcheva .[How Unique Is a Face: An Investigative Study](https://arxiv.org/pdf/2102.04965) [J]. arXiv preprint arXiv:2102.04965.

- Joseph P Robinson .[Automatic Face Understanding: Recognizing Families in Photos](https://arxiv.org/pdf/2102.08941) [J]. arXiv preprint arXiv:2102.08941.

- Xavier Ignacio González .[The FaCells. An Exploratory Study about LSTM Layers on Face Sketches Classifiers](https://arxiv.org/pdf/2102.11361) [J]. arXiv preprint arXiv:2102.11361.

- Chun-Hsien Lin, Bing-Fei Wu .[Domain Adapting Ability of Self-Supervised Learning for Face Recognition](https://arxiv.org/pdf/2102.13319) [J]. arXiv preprint arXiv:2102.13319.

- Chun-Hsien Lin, Bing-Fei Wu .[Mitigating Domain Mismatch in Face Recognition Using Style Matching](https://arxiv.org/pdf/2102.13327) [J]. arXiv preprint arXiv:2102.13327.

- Sunpill Kim, Yunseong Jeong, Jinsu Kim, Jungkon Kim, Hyung Tae Lee, Jae Hong Seo .[IronMask: Modular Architecture for Protecting Deep Face Template](https://arxiv.org/pdf/2104.02239) [J]. arXiv preprint arXiv:2104.02239.

- Ying Qiu, Vítor Albiero, Michael C. King, Kevin W. Bowyer .[Does Face Recognition Error Echo Gender Classification Error?](https://arxiv.org/pdf/2104.13803) [J]. arXiv preprint arXiv:2104.13803.

- Thrupthi Ann John, Vineeth N Balasubramanian, C V Jawahar .[Canonical Saliency Maps: Decoding Deep Face Models](https://arxiv.org/pdf/2105.01386) [J]. arXiv preprint arXiv:2105.01386.

- Evgeny Smirnov, Nikita Garaev, Vasiliy Galyuk .[Prototype Memory for Large-scale Face Representation Learning](https://arxiv.org/pdf/2105.02103) [J]. arXiv preprint arXiv:2105.02103.

- Matheus Alves Diniz, William Robson Schwartz .[Face Attributes as Cues for Deep Face Recognition Understanding](https://arxiv.org/pdf/2105.07054) [J]. arXiv preprint arXiv:2105.07054.

- Aleksei Zhuchkov .[Analyzing the effectiveness of image augmentations for face recognition from limited data](https://arxiv.org/pdf/2105.08796) [J]. arXiv preprint arXiv:2105.08796.

- Baoyun Peng, Min Liu, Heng Yang, Zhaoning Zhang, Dongsheng Li .[Deep Tiny Network for Recognition-Oriented Face Image Quality Assessment](https://arxiv.org/pdf/2106.04852) [J]. arXiv preprint arXiv:2106.04852.

- Xingkun Xu, Yuge Huang, Pengcheng Shen, Shaoxin Li, Jilin Li, Feiyue Huang, Yong Li, Zhen Cui .[Consistent Instance False Positive Improves Fairness in Face Recognition](https://arxiv.org/pdf/2106.05519) [J]. arXiv preprint arXiv:2106.05519.

- Lu Yang, Qing Song, Xueshi Xin, Zhiwei Liu .[Quality-Aware Network for Face Parsing](https://arxiv.org/pdf/2106.07368) [J]. arXiv preprint arXiv:2106.07368.

- Xiao Liu, Xiaofei Si, Jiangtao Xie .[3rd Place Solution for Short-video Face Parsing Challenge](https://arxiv.org/pdf/2106.07409) [J]. arXiv preprint arXiv:2106.07409.

- Sinzith Tatikonda, Athira Nambiar, Anurag Mittal .[Face Age Progression With Attribute Manipulation](https://arxiv.org/pdf/2106.07696) [J]. arXiv preprint arXiv:2106.07696.

- David McNeely-White, Ben Sattelberg, Nathaniel Blanchard, Ross Beveridge .[Canonical Face Embeddings](https://arxiv.org/pdf/2106.07822) [J]. arXiv preprint arXiv:2106.07822.

- Pawel Drozdowski, Christian Rathgeb, Christoph Busch .[Demographic Fairness in Face Identification: The Watchlist Imbalance Effect](https://arxiv.org/pdf/2106.08049) [J]. arXiv preprint arXiv:2106.08049.

- Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic .[FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild](https://arxiv.org/pdf/2106.11145) [J]. arXiv preprint arXiv:2106.11145.

- Martin Knoche, Stefan Hörmann, Gerhard Rigoll .[Image Resolution Susceptibility of Face Recognition Models](https://arxiv.org/pdf/2107.03769) [J]. arXiv preprint arXiv:2107.03769.

- Mohamad Roshanzamir, Roohallah Alizadehsani, Mahdi Roshanzamir, Afshin Shoeibi, Juan M. Gorriz, Abbas Khosrave, Saeid Nahavandi .[What happens in Face during a facial expression? Using data mining techniques to analyze facial expression motion vectors](https://arxiv.org/pdf/2109.05457) [J]. arXiv preprint arXiv:2109.05457.

- Samuel Dooley, Ryan Downing, George Wei, Nathan Shankar, Bradon Thymes, Gudrun Thorkelsdottir, Tiye Kurtz-Miott, Rachel Mattson, Olufemi Obiwumi, Valeriia Cherepanova, Micah Goldblum, John P Dickerson, Tom Goldstein .[Comparing Human and Machine Bias in Face Recognition](https://arxiv.org/pdf/2110.08396) [J]. arXiv preprint arXiv:2110.08396.

- Philipp Terhörst, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, Arjan Kuijper .[Pixel-Level Face Image Quality Assessment for Explainable Face Recognition](https://arxiv.org/pdf/2110.11001) [J]. arXiv preprint arXiv:2110.11001.

- Biying Fu, Cong Chen, Olaf Henniger, Naser Damer .[A Deep Insight into Measuring Face Image Utility with General and Face-specific Image Quality Metrics](https://arxiv.org/pdf/2110.11111) [J]. arXiv preprint arXiv:2110.11111.

- Biying Fu, Florian Kirchbuchner, Naser Damer .[The Effect of Wearing a Face Mask on Face Image Quality](https://arxiv.org/pdf/2110.11283) [J]. arXiv preprint arXiv:2110.11283.

- Javier Hernandez-Ortega, Julian Fierrez, Luis F. Gomez, Aythami Morales, Jose Luis Gonzalez-de-Suso, Francisco Zamora-Martinez .[FaceQvec: Vector Quality Assessment for Face Biometrics based on ISO Compliance](https://arxiv.org/pdf/2111.02078) [J]. arXiv preprint arXiv:2111.02078.

- Bingyu Shen, Brandon RichardWebster, Alice O'Toole, Kevin Bowyer, Walter J. Scheirer .[A Study of the Human Perception of Synthetic Faces](https://arxiv.org/pdf/2111.04230) [J]. arXiv preprint arXiv:2111.04230.

- Mariana-Iuliana Georgescu, Georgian Duta, Radu Tudor Ionescu .[Teacher-Student Training and Triplet Loss to Reduce the Effect of Drastic Face Occlusion](https://arxiv.org/pdf/2111.10561) [J]. arXiv preprint arXiv:2111.10561.

- Biying Fu, Naser Damer .[Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition Models](https://arxiv.org/pdf/2112.04827) [J]. arXiv preprint arXiv:2112.04827.

- Roya Javadi, Angelica Lim .[The Many Faces of Anger: A Multicultural Video Dataset of Negative Emotions in the Wild (MFA-Wild)](https://arxiv.org/pdf/2112.05267) [J]. arXiv preprint arXiv:2112.05267.

- Fadi Boutros, Meiling Fang, Marcel Klemt, Biying Fu, Naser Damer .[CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability](https://arxiv.org/pdf/2112.06592) [J]. arXiv preprint arXiv:2112.06592.



### 2022

- Javier Hernandez-Ortega, Julian Fierrez, Ignacio Serna, Aythami Morales .[FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment](https://arxiv.org/pdf/2201.00770) [J]. arXiv preprint arXiv:2201.00770.

- Samuel Dooley, George Z. Wei, Tom Goldstein, John P. Dickerson .[Are Commercial Face Detection Models as Biased as Academic Models?](https://arxiv.org/pdf/2201.10047) [J]. arXiv preprint arXiv:2201.10047.

- Yu Tian, Zhangkai Ni, Baoliang Chen, Shiqi Wang, Hanli Wang, Sam Kwong .[Generalized Visual Quality Assessment of GAN-Generated Face Images](https://arxiv.org/pdf/2201.11975) [J]. arXiv preprint arXiv:2201.11975.

- Mohammad Younesi, Yalda Mohsenzadeh .[Controlling Memorability of Face Images](https://arxiv.org/pdf/2202.11896) [J]. arXiv preprint arXiv:2202.11896.

- Chang Yu, Xiangyu Zhu, Xiaomei Zhang, Zidu Wang, Zhaoxiang Zhang, Zhen Lei .[HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network](https://arxiv.org/pdf/2203.10699) [J]. arXiv preprint arXiv:2203.10699.

- Qingping Zheng, Jiankang Deng, Zheng Zhu, Ying Li, Stefanos Zafeiriou .[Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing](https://arxiv.org/pdf/2203.14448) [J]. arXiv preprint arXiv:2203.14448.

- Renu Sharma, Arun Ross .[Periocular Biometrics and its Relevance to Partially Masked Faces: A Survey](https://arxiv.org/pdf/2203.15203) [J]. arXiv preprint arXiv:2203.15203.

- Shervin Ardeshir, Cristina Segalin, Nathan Kallus .[Estimating Structural Disparities for Face Models](https://arxiv.org/pdf/2204.06562) [J]. arXiv preprint arXiv:2204.06562.

- Yuge Huang, Jiaxiang Wu, Xingkun Xu, Shouhong Ding .[Evaluation-oriented Knowledge Distillation for Deep Face Recognition](https://arxiv.org/pdf/2206.02325) [J]. arXiv preprint arXiv:2206.02325.

- Aman Bhatta, Vítor Albiero, Kevin W. Bowyer, Michael C. King .[The Gender Gap in Face Recognition Accuracy Is a Hairy Problem](https://arxiv.org/pdf/2206.04867) [J]. arXiv preprint arXiv:2206.04867.

- Zhengang Li, Sheng Lin, Shan Liu, Songnan Li, Xue Lin, Wei Wang, Wei Jiang .[FAIVConf: Face enhancement for AI-based Video Conference with Low Bit-rate](https://arxiv.org/pdf/2207.04090) [J]. arXiv preprint arXiv:2207.04090.

- 【Dataset】Shaolin Su, Hanhe Lin, Vlad Hosu, Oliver Wiedemann, Jinqiu Sun, Yu Zhu, Hantao Liu, Yanning Zhang, Dietmar Saupe .[Going the Extra Mile in Face Image Quality Assessment: A Novel Database and Model](https://arxiv.org/pdf/2207.04904) [J]. arXiv preprint arXiv:2207.04904.

- Decheng Liu, Weijie He, Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao .[TransFA: Transformer-based Representation for Face Attribute Evaluation](https://arxiv.org/pdf/2207.05456) [J]. arXiv preprint arXiv:2207.05456.

- Ožbej Golob .[Analysis of face detection, face landmarking, and face recognition performance with masked face images](https://arxiv.org/pdf/2207.06478) [J]. arXiv preprint arXiv:2207.06478.

- Sefa Burak Okcu, Burak Oğuz Özkalaycı, Cevahir Çığla .[An Efficient Method for Face Quality Assessment on the Edge](https://arxiv.org/pdf/2207.09505) [J]. arXiv preprint arXiv:2207.09505.

- Xiaofeng Lin, Seungbae Kim, Jungseock Joo .[FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification](https://arxiv.org/pdf/2207.10888) [J]. arXiv preprint arXiv:2207.10888.

- Evan Ehrenberg, Kleovoulos Leo Tsourides, Hossein Nejati, Ngai-Man Cheung, Pawan Sinha .[Neural Correlates of Face Familiarity Perception](https://arxiv.org/pdf/2208.00352) [J]. arXiv preprint arXiv:2208.00352.

- Marcel Grimmer, Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja, Christoph Busch .[Time flies by: Analyzing the Impact of Face Ageing on the Recognition Performance with Synthetic Data](https://arxiv.org/pdf/2208.08207) [J]. arXiv preprint arXiv:2208.08207.

- Andrea Atzori, Gianni Fenu, Mirko Marras .[Explaining Bias in Deep Face Recognition via Image Characteristics](https://arxiv.org/pdf/2208.11099) [J]. arXiv preprint arXiv:2208.11099.

- Biying Fu, Naser Damer .[Towards Explaining Demographic Bias through the Eyes of Face Recognition Models](https://arxiv.org/pdf/2208.13400) [J]. arXiv preprint arXiv:2208.13400.

- Žiga Babnik, Vitomir Štruc .[Iterative Optimization of Pseudo Ground-Truth Face Image Quality Labels](https://arxiv.org/pdf/2208.14683) [J]. arXiv preprint arXiv:2208.14683.

- Roman Kail, Kirill Fedyanin, Nikita Muravev, Alexey Zaytsev, Maxim Panov .[ScaleFace: Uncertainty-aware Deep Metric Learning](https://arxiv.org/pdf/2209.01880) [J]. arXiv preprint arXiv:2209.01880.

- Sudipta Banerjee, Prateek Jaiswal, Arun Ross .[Facial De-morphing: Extracting Component Faces from a Single Morph](https://arxiv.org/pdf/2209.02933) [J]. arXiv preprint arXiv:2209.02933.

- Sudipta Banerjee, Aditi Aggarwal, Arun Ross .[Can GAN-induced Attribute Manipulations Impact Face Recognition?](https://arxiv.org/pdf/2209.02941) [J]. arXiv preprint arXiv:2209.02941.

- Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens .[Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss](https://arxiv.org/pdf/2210.08957) [J]. arXiv preprint arXiv:2210.08957.

- Rhea Sukthanker, Samuel Dooley, John P. Dickerson, Colin White, Frank Hutter, Micah Goldblum .[On the Importance of Architectures and Hyperparameters for Fairness in Face Recognition](https://arxiv.org/pdf/2210.09943) [J]. arXiv preprint arXiv:2210.09943.

- Khawar Islam, Muhammad Zaigham Zaheer, Arif Mahmood .[Face Pyramid Vision Transformer](https://arxiv.org/pdf/2210.11974) [J]. arXiv preprint arXiv:2210.11974.

- Min Xu, Ximiao Zhang, Xiuzhuang Zhou .[Confidence-Calibrated Face and Kinship Verification](https://arxiv.org/pdf/2210.13905) [J]. arXiv preprint arXiv:2210.13905.

- Fengfan Zhou, Hefei Ling, Yuxuan Shi, Jiazhong Chen, Zongyi Li, Qian Wang .[Improving Transferability of Adversarial Examples on Face Recognition with Beneficial Perturbation Feature Augmentation](https://arxiv.org/pdf/2210.16117) [J]. arXiv preprint arXiv:2210.16117.

- Surbhi Mittal, Kartik Thakral, Puspita Majumdar, Mayank Vatsa, Richa Singh .[Are Face Detection Models Biased?](https://arxiv.org/pdf/2211.03588) [J]. arXiv preprint arXiv:2211.03588.

- Byungho Jo, Donghyeon Cho, In Kyu Park, Sungeun Hong .[IFQA: Interpretable Face Quality Assessment](https://arxiv.org/pdf/2211.07077) [J]. arXiv preprint arXiv:2211.07077.

- Pedro C. Neto, Ana F. Sequeira, Jaime S. Cardoso, Philipp Terhörst .[PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition](https://arxiv.org/pdf/2211.12483) [J]. arXiv preprint arXiv:2211.12483.

- Manideep Kolla, Aravinth Savadamuthu .[The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look](https://arxiv.org/pdf/2211.14498) [J]. arXiv preprint arXiv:2211.14498.

- Žiga Babnik, Vitomir Štruc .[Assessing Bias in Face Image Quality Assessment](https://arxiv.org/pdf/2211.15265) [J]. arXiv preprint arXiv:2211.15265.

- Žiga Babnik, Peter Peer, Vitomir Štruc .[FaceQAN: Face Image Quality Assessment Through Adversarial Noise Exploration](https://arxiv.org/pdf/2212.02127) [J]. arXiv preprint arXiv:2212.02127.

- Lei Li, Tianfang Zhang, Stefan Oehmcke, Fabian Gieseke, Christian Igel .[Mask-FPAN: Semi-Supervised Face Parsing in the Wild With De-Occlusion and UV GAN](https://arxiv.org/pdf/2212.09098) [J]. arXiv preprint arXiv:2212.09098.



### 2023



---

## Face Reconstruction && Face 3D

### 2015

- Feng Liu, Dan Zeng, Jing Li, Qijun Zhao .[On 3D Face Reconstruction via Cascaded Regression in Shape Space](https://arxiv.org/pdf/1509.06161) .[J] arXiv preprint arXiv:1509.06161.



### 2016

- Piotraschke M, Blanz V. [Automated 3d face reconstruction from multiple images using quality measures](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Piotraschke_Automated_3D_Face_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 3418-3427.

- Bolkart T, Wuhrer S. [A robust multilinear model learning framework for 3d faces](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Bolkart_A_Robust_Multilinear_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4911-4919.

- Roth J, Tong Y, Liu X. [Adaptive 3D face reconstruction from unconstrained photo collections](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Roth_Adaptive_3D_Face_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4197-4206.

- Booth J, Roussos A, Zafeiriou S, et al. [A 3d morphable model learnt from 10,000 faces](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Booth_A_3D_Morphable_CVPR_2016_paper.pdf)[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 5543-5552.

- Elad Richardson, Matan Sela, Ron Kimmel .[3D Face Reconstruction by Learning from Synthetic Data](https://arxiv.org/pdf/1609.04387) .[J] arXiv preprint arXiv:1609.04387.

- Elad Richardson, Matan Sela, Roy Or-El, Ron Kimmel .[Learning Detailed Face Reconstruction from a Single Image](https://arxiv.org/pdf/1611.05053) .[J] arXiv preprint arXiv:1611.05053.

- 【3DMM-CNN】Tran A T, Hassner T, Masi I, et al. [Regressing robust and discriminative 3D morphable models with a very deep neural network](https://arxiv.org/abs/1612.04904)[C]//Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on. IEEE, 2017: 1493-1502.



### 2017

- 【3D Face Morphable Models "In-the-Wild"】Booth J, Antonakos E, Ploumpis S, et al. [3D face morphable models “in-the-wild”](http://openaccess.thecvf.com/content_cvpr_2017/papers/Booth_3D_Face_Morphable_CVPR_2017_paper.pdf)[C]//Proceedings of the IEEE Conference on ComputerVision and Pattern Recognition. 2017.

- Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris Metaxas, Manmohan Chandraker .[Reconstruction-Based Disentanglement for Pose-invariant Face Recognition](https://arxiv.org/pdf/1702.03041) .[J] arXiv preprint arXiv:1702.03041.

- Luo Jiang, Juyong Zhang, Bailin Deng, Hao Li, Ligang Liu .[3D Face Reconstruction with Geometry Details from a Single Image](https://arxiv.org/pdf/1702.05619) .[J] arXiv preprint arXiv:1702.05619.

- Guangcan Mai, Kai Cao, Pong C. Yuen, Anil K. Jain .[On the Reconstruction of Deep Face Templates](https://arxiv.org/pdf/1703.00832) .[J] arXiv preprint arXiv:1703.00832.

- 【VRN】Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos .[Large Pose 3D Face Reconstruction from a Single Image via Direct  Volumetric CNN Regression](https://arxiv.org/pdf/1703.07834) .[J] arXiv preprint arXiv:1703.07834.
[code: [AaronJackson/vrn](https://github.com/AaronJackson/vrn)]

- 【MoFA】Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt .[MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised  Monocular Reconstruction](https://arxiv.org/pdf/1703.10580) .[J] arXiv preprint arXiv:1703.10580.

- 【UH-E2FAR】Pengfei Dou, Shishir K. Shah, Ioannis A. Kakadiaris .[End-to-end 3D face reconstruction with deep neural networks](https://arxiv.org/pdf/1704.05020) .[J] arXiv preprint arXiv:1704.05020.

- 【3DFaceNet】Yudong Guo, Juyong Zhang, Jianfei Cai, Boyi Jiang, Jianmin Zheng .[3DFaceNet: Real-time Dense Face Reconstruction via Synthesizing  Photo-realistic Face Images](https://arxiv.org/pdf/1708.00980) .[J] arXiv preprint arXiv:1708.00980.

- Feng Liu, Qijun Zhao, Xiaoming Liu, Dan Zeng .[Joint Face Alignment and 3D Face Reconstruction with Application to Face  Recognition](https://arxiv.org/pdf/1708.02734) .[J] arXiv preprint arXiv:1708.02734.

- 【3DMM-STN】Bas A, Huber P, Smith W A P, et al. [3d morphable models as spatial transformer networks](https://arxiv.org/abs/1708.07199)[C]//Proc. ICCV Workshop on Geometry Meets Deep Learning. 2017: 904-912.

- Mingtao Feng, Syed Zulqarnain Gilani, Yaonan Wang, Ajmal Mian .[3D Face Reconstruction from Light Field Images: A Model-free Approach](https://arxiv.org/pdf/1711.05953) .[J] arXiv preprint arXiv:1711.05953.

- Giuseppe Sellaroli .[An algorithm to reconstruct convex polyhedra from their face normals and  areas](https://arxiv.org/pdf/1712.00825) .[J] arXiv preprint arXiv:1712.00825.

- Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt .[Self-supervised Multi-level Face Model Learning for Monocular  Reconstruction at over 250 Hz](https://arxiv.org/pdf/1712.02859) .[J] arXiv preprint arXiv:1712.02859.

- Anh Tuan Tran, Tal Hassner, Iacopo Masi, Eran Paz, Yuval Nirkin, Gerard Medioni .[Extreme 3D Face Reconstruction: Seeing Through Occlusions](https://arxiv.org/pdf/1712.05083) .[J] arXiv preprint arXiv:1712.05083.

- A.V. Vasev, M.A. Putyato, V.V. Preobrazhenskii .[Some aspects of diffracted waves formation at RHEED on a reconstructed  crystal face](https://arxiv.org/pdf/1712.05585) .[J] arXiv preprint arXiv:1712.05585.



### 2018

- 【Multi-View RNN】Dou P, Kakadiaris I A. [Multi-view 3D face reconstruction with deep recurrent neural networks](http://cbl.uh.edu/pub_files/IJCB-2017-PD.pdf)[J]. Image and Vision Computing, 2018, 80: 80-91.

- 【others】Fan Z, Hu X, Chen C, et al. [Dense Semantic and Topological Correspondence of 3D Faces without Landmarks](http://openaccess.thecvf.com/content_ECCV_2018/papers/Zhenfeng_Fan_Dense_Semantic_and_ECCV_2018_paper.pdf)[C]//Proceedings of the European Conference on Computer Vision (ECCV). 2018: 523-539.

- Gholamreza Anbarjafari, Rain Eric Haamer, Iiris Lusi, Toomas Tikk, Lembit Valgma .[3D Face Reconstruction with Region Based Best Fit Blending Using Mobile  Phone for Virtual Reality Based Social Media](https://arxiv.org/pdf/1801.01089) .[J] arXiv preprint arXiv:1801.01089.

-  .[Sample-Relaxed Two-Dimensional Color Principal Component Analysis for  Face Recognition and Image Reconstruction](https://arxiv.org/pdf/1803.03837) .[J] arXiv preprint arXiv:1803.03837.

- Zhen-Hua Feng, Patrik Huber, Josef Kittler, Peter Hancock, Xiao-Jun Wu, Qijun Zhao, Paul Koppen, Matthias Rätsch .[Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild](https://arxiv.org/pdf/1803.05536) .[J] arXiv preprint arXiv:1803.05536.

- Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, Xi Zhou .[Joint 3D Face Reconstruction and Dense Alignment with Position Map  Regression Network](https://arxiv.org/pdf/1803.07835) .[J] arXiv preprint arXiv:1803.07835.

- Feng Liu, Ronghang Zhu, Dan Zeng, Qijun Zhao, Xiaoming Liu .[Disentangling Features in 3D Face Shapes for Joint Face Reconstruction  and Recognition](https://arxiv.org/pdf/1803.11366) .[J] arXiv preprint arXiv:1803.11366.

- 【COMA】Ranjan A, Bolkart T, Sanyal S, et al. [Generating 3D faces using Convolutional Mesh Autoencoders](https://arxiv.org/abs/1807.10267)[J]. arXiv preprint arXiv:1807.10267, 2018.
[code: [anuragranj/coma](https://github.com/anuragranj/coma)]

- Nikolai Chinaev, Alexander Chigorin, Ivan Laptev .[MobileFace: 3D Face Reconstruction with Efficient CNN Regression](https://arxiv.org/pdf/1809.08809) .[J] arXiv preprint arXiv:1809.08809.

- Rufin VanRullen, Leila Reddy .[Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks](https://arxiv.org/pdf/1810.03856) .[J] arXiv preprint arXiv:1810.03856.

- Lei Jiang, XiaoJun Wu, Josef Kittler .[Pose Invariant 3D Face Reconstruction](https://arxiv.org/pdf/1811.05295) .[J] arXiv preprint arXiv:1811.05295.

- Yifan Xing, Rahul Tewari, Paulo R. S. Mendonca .[A Self-Supervised Bootstrap Method for Single-Image 3D Face Reconstruction](https://arxiv.org/pdf/1812.05806) .[J] arXiv preprint arXiv:1812.05806.

- Minh Ngô, Burak Mandira, Selim Fırat Yılmaz, Ward Heij, Sezer Karaoglu, Henri Bouma, Hamdi Dibeklioglu, Theo Gevers .[Deception Detection by 2D-to-3D Face Reconstruction from Videos](https://arxiv.org/pdf/1812.10558) .[J] arXiv preprint arXiv:1812.10558.



### 2019

- Feng Liu, Luan Tran, Xiaoming Liu .[3D Face Modeling from Diverse Raw Scan Data](https://arxiv.org/pdf/1902.04943) .[J] arXiv preprint arXiv:1902.04943.

- Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou .[GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction](https://arxiv.org/pdf/1902.05978) .[J] arXiv preprint arXiv:1902.05978.

- Sarah Alotaibi, William A. P. Smith .[Decomposing multispectral face images into diffuse and specular shading and biophysical parameters](https://arxiv.org/pdf/1902.06557) .[J] arXiv preprint arXiv:1902.06557.

- Zi-Hang Jiang, Qianyi Wu, Keyu Chen, Juyong Zhang .[Disentangled Representation Learning for 3D Face Shape](https://arxiv.org/pdf/1902.09887) .[J] arXiv preprint arXiv:1902.09887.

- Stylianos Ploumpis, Haoyang Wang, Nick Pears, William A. P. Smith, Stefanos Zafeiriou .[Combining 3D Morphable Models: A Large scale Face-and-Head Model](https://arxiv.org/pdf/1903.03785) .[J] arXiv preprint arXiv:1903.03785.

- Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, Xin Tong .[Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set](https://arxiv.org/pdf/1903.08527) .[J] arXiv preprint arXiv:1903.08527.

- Xiaoguang Tu, Jian Zhao, Zihang Jiang, Yao Luo, Mei Xie, Yang Zhao, Linxiao He, Zheng Ma, Jiashi Feng .[Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning](https://arxiv.org/pdf/1903.09359) .[J] arXiv preprint arXiv:1903.09359.

- Zhang Chen, Yu Ji, Mingyuan Zhou, Sing Bing Kang, Jingyi Yu .[3D Face Reconstruction Using Color Photometric Stereo with Uncalibrated Near Point Lights](https://arxiv.org/pdf/1904.02605) .[J] arXiv preprint arXiv:1904.02605.

- Yao Luo, Xiaoguang Tu, Mei Xie .[Learning Robust 3D Face Reconstruction and Discriminative Identity Representation](https://arxiv.org/pdf/1905.06505) .[J] arXiv preprint arXiv:1905.06505.

- Soubhik Sanyal, Timo Bolkart, Haiwen Feng, Michael J. Black .[Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision](https://arxiv.org/pdf/1905.06817) .[J] arXiv preprint arXiv:1905.06817.

- Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhoefer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, Thomas Vetter .[3D Morphable Face Models -- Past, Present and Future](https://arxiv.org/pdf/1909.01815) .[J] arXiv preprint arXiv:1909.01815.

- Abdallah Dib, Gaurav Bharaj, Junghyun Ahn, Cedric Thebault, Philippe-Henri Gosselin, Louis Chevallier .[Face Reflectance and Geometry Modeling via Differentiable Ray Tracing](https://arxiv.org/pdf/1910.05200) .[J] arXiv preprint arXiv:1910.05200.

- Yajing Chen, Fanzi Wu, Zeyu Wang, Yibing Song, Yonggen Ling, Linchao Bao .[Self-supervised Learning of Detailed 3D Face Reconstruction](https://arxiv.org/pdf/1910.11791) .[J] arXiv preprint arXiv:1910.11791.



### 2020

- Jiangke Lin, Yi Yuan, Tianjia Shao, Kun Zhou .[Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks](https://arxiv.org/pdf/2003.05653) .[J] arXiv preprint arXiv:2003.05653

- Zipeng Ye, Ran Yi, Minjing Yu, Juyong Zhang, Yu-Kun Lai, Yong-jin Liu .[3D-CariGAN: An End-to-End Solution to 3D Caricature Generation from Face Photos](https://arxiv.org/pdf/2003.06841) .[J] arXiv preprint arXiv:2003.06841

- Haotian Yang, Hao Zhu, Yanru Wang, Mingkai Huang, Qiu Shen, Ruigang Yang, Xun Cao .[FaceScape: a Large-scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction](https://arxiv.org/pdf/2003.13989) .[J] arXiv preprint arXiv:2003.13989

- William A.P. Smith, Alassane Seck, Hannah Dee, Bernard Tiddeman, Joshua Tenenbaum, Bernhard Egger .[A Morphable Face Albedo Model](https://arxiv.org/pdf/2004.02711) [J]. arXiv preprint arXiv:2004.02711.

- Juyong Zhang, Hongrui Cai, Yudong Guo, Zhuang Peng .[Landmark Detection and 3D Face Reconstruction for Caricature using a Nonlinear Parametric Model](https://arxiv.org/pdf/2004.09190) [J]. arXiv preprint arXiv:2004.09190.

- Mohammad Rami Koujan, Anastasios Roussos, Stefanos Zafeiriou .[DeepFaceFlow: In-the-wild Dense 3D Facial Motion Estimation](https://arxiv.org/pdf/2005.07298) [J]. arXiv preprint arXiv:2005.07298.

- Ahmed Hussen Abdelaziz, Barry-John Theobald, Paul Dixon, Reinhard Knothe, Nicholas Apostoloff, Sachin Kajareker .[Modality Dropout for Improved Performance-driven Talking Faces](https://arxiv.org/pdf/2005.13616) [J]. arXiv preprint arXiv:2005.13616.

- Steven L. Song, Weiqi Shi, Michael Reed .[Accurate Face Rig Approximation with Deep Differential Subspace Reconstruction](https://arxiv.org/pdf/2006.01746) [J]. arXiv preprint arXiv:2006.01746.

- Mohammad Rami Koujan, Nikolai Dochev, Anastasios Roussos .[Real-Time Monocular 4D Face Reconstruction using the LSFM models](https://arxiv.org/pdf/2006.10499) [J]. arXiv preprint arXiv:2006.10499.

- Kun Li, Jing Yang, Nianhong Jiao, Jinsong Zhang, Yu-Kun Lai .[Adaptive 3D Face Reconstruction from a Single Image](https://arxiv.org/pdf/2007.03979) [J]. arXiv preprint arXiv:2007.03979.

- Noranart Vesdapunt, Mitch Rundle, HsiangTao Wu, Baoyuan Wang .[JNR: Joint-based Neural Rig Representation for Compact 3D Face Modeling](https://arxiv.org/pdf/2007.06755) [J]. arXiv preprint arXiv:2007.06755.

- Bindita Chaudhuri, Noranart Vesdapunt, Linda Shapiro, Baoyuan Wang .[Personalized Face Modeling for Improved Face Reconstruction and Motion Retargeting](https://arxiv.org/pdf/2007.06759) [J]. arXiv preprint arXiv:2007.06759.

- Jiaxiang Shang, Tianwei Shen, Shiwei Li, Lei Zhou, Mingmin Zhen, Tian Fang, Long Quan .[Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency](https://arxiv.org/pdf/2007.12494) [J]. arXiv preprint arXiv:2007.12494.

- Mallikarjun B R. (1), Ayush Tewari (1), Tae-Hyun Oh (2), Tim Weyrich (3), Bernd Bickel (4), Hans-Peter Seidel (1), Hanspeter Pfister (5), Wojciech Matusik (6), Mohamed Elgharib (1), Christian Theobalt (1) ((1) Max Planck Institute for Informatics, Saarland Informatics Campus, (2) POSTECH, (3) University College London, (4) IST Austria, (5) Harvard University, (6) MIT CSAIL) .[Monocular Reconstruction of Neural Face Reflectance Fields](https://arxiv.org/pdf/2008.10247) [J]. arXiv preprint arXiv:2008.10247.

- Jiangjing Lyu, Xiaobo Li, Xiangyu Zhu, Cheng Cheng .[Pixel-Face: A Large-Scale, High-Resolution Benchmark for 3D Face Reconstruction](https://arxiv.org/pdf/2008.12444) [J]. arXiv preprint arXiv:2008.12444.

- Mallikarjun B R, Ayush Tewari, Hans-Peter Seidel, Mohamed Elgharib, Christian Theobalt .[Learning Complete 3D Morphable Face Models from Images and Videos](https://arxiv.org/pdf/2010.01679) [J]. arXiv preprint arXiv:2010.01679.

- Pengpeng Liu, Xintong Han, Michael Lyu, Irwin King, Jia Xu .[Learning 3D Face Reconstruction with a Pose Guidance Network](https://arxiv.org/pdf/2010.04384) [J]. arXiv preprint arXiv:2010.04384.

- Zhiqi Kang, Mostafa Sadeghi, Radu Horaud .[Face Frontalization Based on Robustly Fitting a Deformable Shape Model to 3D Landmarks](https://arxiv.org/pdf/2010.13676) [J]. arXiv preprint arXiv:2010.13676.



### 2021

- Araceli Morales, Gemma Piella, Federico M. Sukno .[Survey on 3D face reconstruction from uncalibrated images](https://arxiv.org/pdf/2011.05740) [J]. arXiv preprint arXiv:2011.05740.

- Xiangyu Zhu, Hao Wang, Hongyan Fei, Zhen Lei, Stan Z. Li .[Face Forgery Detection by 3D Decomposition](https://arxiv.org/pdf/2011.09737) [J]. arXiv preprint arXiv:2011.09737.

- Yichun Shi, Divyansh Aggarwal, Anil K. Jain .[Lifting 2D StyleGAN for 3D-Aware Face Generation](https://arxiv.org/pdf/2011.13126) [J]. arXiv preprint arXiv:2011.13126.

- Yao Feng, Haiwen Feng, Michael J. Black, Timo Bolkart .[Learning an Animatable Detailed 3D Face Model from In-The-Wild Images](https://arxiv.org/pdf/2012.04012) [J]. arXiv preprint arXiv:2012.04012.

- ShahRukh Athar, Albert Pumarola, Francesc Moreno-Noguer, Dimitris Samaras .[FaceDet3D: Facial Expressions with 3D Geometric Detail Prediction](https://arxiv.org/pdf/2012.07999) [J]. arXiv preprint arXiv:2012.07999.

- Jialiang Zhang, Lixiang Lin, Jianke Zhu, Steven C.H. Hoi .[Weakly-Supervised Multi-Face 3D Reconstruction](https://arxiv.org/pdf/2101.02000) [J]. arXiv preprint arXiv:2101.02000.

- Abdallah Dib, Gaurav Bharaj, Junghyun Ahn, Cédric Thébault, Philippe-Henri Gosselin, Marco Romeo, Louis Chevallier .[Practical Face Reconstruction via Differentiable Ray Tracing](https://arxiv.org/pdf/2101.05356) [J]. arXiv preprint arXiv:2101.05356.

- Ziqian Bai, Zhaopeng Cui, Xiaoming Liu, Ping Tan .[Riggable 3D Face Reconstruction via In-Network Optimization](https://arxiv.org/pdf/2104.03493) [J]. arXiv preprint arXiv:2104.03493.

- Diqiong Jiang, Yiwei Jin, Risheng Deng, Ruofeng Tong, Fanglue Zhang, Yukun Yai, Ming Tang .[Reconstructing Recognizable 3D Face Shapes based on 3D Morphable Models](https://arxiv.org/pdf/2104.03515) [J]. arXiv preprint arXiv:2104.03515.

- Alexander Richard, Michael Zollhoefer, Yandong Wen, Fernando de la Torre, Yaser Sheikh .[MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement](https://arxiv.org/pdf/2104.08223) [J]. arXiv preprint arXiv:2104.08223.

- Cho-Ying Wu, Ke Xu, Chin-Cheng Hsu, Ulrich Neumann .[Voice2Mesh: Cross-Modal 3D Face Model Generation from Voices](https://arxiv.org/pdf/2104.10299) [J]. arXiv preprint arXiv:2104.10299.

- Can Wang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao .[Cross-Domain and Disentangled Face Manipulation with 3D Guidance](https://arxiv.org/pdf/2104.11228) [J]. arXiv preprint arXiv:2104.11228.

- Jingtan Piao, Keqiang Sun, KwanYee Lin, Quan Wang, Hongsheng Li .[Inverting Generative Adversarial Renderer for Face Reconstruction](https://arxiv.org/pdf/2105.02431) [J]. arXiv preprint arXiv:2105.02431.

- Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou .[Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction](https://arxiv.org/pdf/2105.07474) [J]. arXiv preprint arXiv:2105.07474.

- Harim Jung, Myeong-Seok Oh, Seong-Whan Lee .[Learning Free-Form Deformation for 3D Face Reconstruction from In-The-Wild Images](https://arxiv.org/pdf/2105.14857) [J]. arXiv preprint arXiv:2105.14857.

- Avisek Lahiri, Vivek Kwatra, Christian Frueh, John Lewis, Chris Bregler .[LipSync3D: Data-Efficient Learning of Personalized 3D Talking Faces from Video using Pose and Lighting Normalization](https://arxiv.org/pdf/2106.04185) [J]. arXiv preprint arXiv:2106.04185.

- Zhenyu Zhang, Yanhao Ge, Renwang Chen, Ying Tai, Yan Yan, Jian Yang, Chengjie Wang, Jilin Li, Feiyue Huang .[Learning to Aggregate and Personalize 3D Face from In-the-Wild Photo Collection](https://arxiv.org/pdf/2106.07852) [J]. arXiv preprint arXiv:2106.07852.

- Xiangnan Yin, Di Huang, Zehua Fu, Yunhong Wang, Liming Chen .[Weakly-Supervised Photo-realistic Texture Generation for 3D Face Reconstruction](https://arxiv.org/pdf/2106.08148) [J]. arXiv preprint arXiv:2106.08148.

- Chunlu Li, Andreas Morel-Forster, Thomas Vetter, Bernhard Egger, Adam Kortylewski .[To fit or not to fit: Model-based Face Reconstruction and Occlusion Segmentation from Weak Supervision](https://arxiv.org/pdf/2106.09614) [J]. arXiv preprint arXiv:2106.09614.

- Anton Razzhigaev, Klim Kireev, Igor Udovichenko, Aleksandr Petiushko .[Darker than Black-Box: Face Reconstruction from Similarity Queries](https://arxiv.org/pdf/2106.14290) [J]. arXiv preprint arXiv:2106.14290.

- ShahRukh Athar, Zhixin Shu, Dimitris Samaras .[FLAME-in-NeRF : Neural control of Radiance Fields for Free View Face Animation](https://arxiv.org/pdf/2108.04913) [J]. arXiv preprint arXiv:2108.04913.

- Tianye Li, Shichen Liu, Timo Bolkart, Jiayi Liu, Hao Li, Yajie Zhao .[Topologically Consistent Multi-View Face Inference Using Volumetric Sampling](https://arxiv.org/pdf/2110.02948) [J]. arXiv preprint arXiv:2110.02948.

- Yandong Wen, Weiyang Liu, Bhiksha Raj, Rita Singh .[Self-Supervised 3D Face Reconstruction via Conditional Estimation](https://arxiv.org/pdf/2110.04800) [J]. arXiv preprint arXiv:2110.04800.

- Hanxin Wang .[A Review of 3D Face Reconstruction From a Single Image](https://arxiv.org/pdf/2110.09299) [J]. arXiv preprint arXiv:2110.09299.

- Hao Zhu, Haotian Yang, Longwei Guo, Yidi Zhang, Yanru Wang, Mingkai Huang, Qiu Shen, Ruigang Yang, Xun Cao .[FaceScape: 3D Facial Dataset and Benchmark for Single-View 3D Face Reconstruction](https://arxiv.org/pdf/2111.01082) [J]. arXiv preprint arXiv:2111.01082.

- Kangyeol Kim, Sunghyun Park, Jaeseong Lee, Sunghyo Chung, Junsoo Lee, Jaegul Choo .[AnimeCeleb: Large-Scale Animation CelebFaces Dataset via Controllable 3D Synthetic Models](https://arxiv.org/pdf/2111.07640) [J]. arXiv preprint arXiv:2111.07640.

- Rahul Dey, Vishnu Naresh Boddeti .[Generating Diverse 3D Reconstructions from a Single Occluded Face Image](https://arxiv.org/pdf/2112.00879) [J]. arXiv preprint arXiv:2112.00879.

- Zheng Dong, Ke Xu, Ziheng Duan, Hujun Bao, Weiwei Xu, Rynson W.H. Lau .[Total Scale: Face-to-Body Detail Reconstruction from Sparse RGBD Sensors](https://arxiv.org/pdf/2112.02082) [J]. arXiv preprint arXiv:2112.02082.

- Rafael S. Toledo, Eric A. Antonelo .[Face Reconstruction with Variational Autoencoder and Face Masks](https://arxiv.org/pdf/2112.02139) [J]. arXiv preprint arXiv:2112.02139.

- Diqiong Jiang, Yiwei Jin, Fanglue Zhang, Zhe Zhu, Yun Zhang, Ruofeng Tong, Min Tang .[Sphere Face Model:A 3D Morphable Model with Hypersphere Manifold Latent Space](https://arxiv.org/pdf/2112.02238) [J]. arXiv preprint arXiv:2112.02238.

- Moran Li, Haibin Huang, Yi Zheng, Mengtian Li, Nong Sang, Chongyang Ma .[Implicit Neural Deformation for Multi-View Face Reconstruction](https://arxiv.org/pdf/2112.02494) [J]. arXiv preprint arXiv:2112.02494.

- Yingruo Fan, Zhaojiang Lin, Jun Saito, Wenping Wang, Taku Komura .[FaceFormer: Speech-Driven 3D Facial Animation with Transformers](https://arxiv.org/pdf/2112.05329) [J]. arXiv preprint arXiv:2112.05329.

- Hitika Tiwari, Min-Hung Chen, Yi-Min Tsai, Hsien-Kai Kuo, Hung-Jen Chen, Kevin Jou, K. S. Venkatesh, Yong-Sheng Chen .[Self-Supervised Robustifying Guidance for Monocular 3D Face Reconstruction](https://arxiv.org/pdf/2112.14382) [J]. arXiv preprint arXiv:2112.14382.



### 2022

- Feitong Tan, Sean Fanello, Abhimitra Meka, Sergio Orts-Escolano, Danhang Tang, Rohit Pandey, Jonathan Taylor, Ping Tan, Yinda Zhang .[VoLux-GAN: A Generative Model for 3D Face Synthesis with HDRI Relighting](https://arxiv.org/pdf/2201.04873) [J]. arXiv preprint arXiv:2201.04873.

- Jiawei Qin, Takuru Shimoyama, Yusuke Sugano .[Learning-by-Novel-View-Synthesis for Full-Face Appearance-based 3D Gaze Estimation](https://arxiv.org/pdf/2201.07927) [J]. arXiv preprint arXiv:2201.07927.

- Xiangnan Yin, Liming Chen .[Non-Deterministic Face Mask Removal Based On 3D Priors](https://arxiv.org/pdf/2202.09856) [J]. arXiv preprint arXiv:2202.09856.

- Fuzhi Zhong, Rui Wang, Yuchi Huo, Hujun Bao .[Normal and Visibility Estimation of Human Face from a Single Image](https://arxiv.org/pdf/2203.04647) [J]. arXiv preprint arXiv:2203.04647.

- Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno .[BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs](https://arxiv.org/pdf/2203.05908) [J]. arXiv preprint arXiv:2203.05908.

- Zenghao Chai, Haoxian Zhang, Jing Ren, Di Kang, Zhengzhuo Xu, Xuefei Zhe, Chun Yuan, Linchao Bao .[REALY: Rethinking the Evaluation of 3D Face Reconstruction](https://arxiv.org/pdf/2203.09729) [J]. arXiv preprint arXiv:2203.09729.

- Cho-Ying Wu, Chin-Cheng Hsu, Ulrich Neumann .[Cross-Modal Perceptionist: Can Face Geometry be Gleaned from Voices?](https://arxiv.org/pdf/2203.09824) [J]. arXiv preprint arXiv:2203.09824.

- Gourango Modak, Shuvra Smaran Das, Md. Ajharul Islam Miraj, Md. Kishor Morol .[A Deep Learning Framework to Reconstruct Face under Mask](https://arxiv.org/pdf/2203.12482) [J]. arXiv preprint arXiv:2203.12482.

- Lizhen Wang, Zhiyuan Chen, Tao Yu, Chenguang Ma, Liang Li, Yebin Liu .[FaceVerse: a Fine-grained and Detail-controllable 3D Face Morphable Model from a Hybrid Dataset](https://arxiv.org/pdf/2203.14057) [J]. arXiv preprint arXiv:2203.14057.

- Mingwu Zheng, Hongyu Yang, Di Huang, Liming Chen .[ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations](https://arxiv.org/pdf/2203.14510) [J]. arXiv preprint arXiv:2203.14510.

- Erroll Wood, Tadas Baltrusaitis, Charlie Hewitt, Matthew Johnson, Jingjing Shen, Nikola Milosavljevic, Daniel Wilde, Stephan Garbin, Toby Sharp, Ivan Stojiljkovic, Tom Cashman, Julien Valentin .[3D face reconstruction with dense landmarks](https://arxiv.org/pdf/2204.02776) [J]. arXiv preprint arXiv:2204.02776.

- Weiguang Zhao, Chaolong Yang, Jianan Ye, Yuyao Yan, Xi Yang, Kaizhu Huang .[From 2D Images to 3D Model:Weakly Supervised Multi-View Face Reconstruction with Deep Fusion](https://arxiv.org/pdf/2204.03842) [J]. arXiv preprint arXiv:2204.03842.

- Xiangyu Zhu, Chang Yu, Di Huang, Zhen Lei, Hao Wang, Stan Z. Li .[Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape](https://arxiv.org/pdf/2204.04379) [J]. arXiv preprint arXiv:2204.04379.

- Wojciech Zielonka, Timo Bolkart, Justus Thies .[Towards Metrical Reconstruction of Human Faces](https://arxiv.org/pdf/2204.06607) [J]. arXiv preprint arXiv:2204.06607.

- Yukang Cao, Guanying Chen, Kai Han, Wenqi Yang, Kwan-Yee K. Wong .[JIFF: Jointly-aligned Implicit Face Function for High Quality Single View Clothed Human Reconstruction](https://arxiv.org/pdf/2204.10549) [J]. arXiv preprint arXiv:2204.10549.

- Radek Danecek, Michael J. Black, Timo Bolkart .[EMOCA: Emotion Driven Monocular Face Capture and Animation](https://arxiv.org/pdf/2204.11312) [J]. arXiv preprint arXiv:2204.11312.

- Yueying Kao, Bowen Pan, Miao Xu, Jiangjing Lyu, Xiangyu Zhu, Yuanzhang Chang, Xiaobo Li, Zhen Lei, Zixiong Qin .[Single-Image 3D Face Reconstruction under Perspective Projection](https://arxiv.org/pdf/2205.04126) [J]. arXiv preprint arXiv:2205.04126.

- Xintian Wu, Qihang Zhang, Yiming Wu, Huanyu Wang, Songyuan Li, Lingyun Sun, Xi Li .[F3A-GAN: Facial Flow for Face Animation with Generative Adversarial Networks](https://arxiv.org/pdf/2205.06204) [J]. arXiv preprint arXiv:2205.06204.

- Keqiang Sun, Shangzhe Wu, Zhaoyang Huang, Ning Zhang, Quan Wang, HongSheng Li .[Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields](https://arxiv.org/pdf/2206.08361) [J]. arXiv preprint arXiv:2206.08361.

- Qiulin Chen, Jan P. Allebach .[Face Image Lighting Enhancement Using a 3D Model](https://arxiv.org/pdf/2207.00761) [J]. arXiv preprint arXiv:2207.00761.

- Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel Valstar .[Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?](https://arxiv.org/pdf/2207.01113) [J]. arXiv preprint arXiv:2207.01113.

- Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao .[3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image](https://arxiv.org/pdf/2207.14425) [J]. arXiv preprint arXiv:2207.14425.

- Naima Otberdout, Claudio Ferrari, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo .[Generating Complex 4D Expression Transitions by Learning Face Landmark Trajectories](https://arxiv.org/pdf/2208.00050) [J]. arXiv preprint arXiv:2208.00050.

- Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Richard Zhang, S.Y. Kung .[3D-FM GAN: Towards 3D-Controllable Face Manipulation](https://arxiv.org/pdf/2208.11257) [J]. arXiv preprint arXiv:2208.11257.

- Jichao Zhang, Aliaksandr Siarohin, Yahui Liu, Hao Tang, Nicu Sebe, Wei Wang .[Training and Tuning Generative Neural Radiance Fields for Attribute-Conditional 3D-Aware Face Generation](https://arxiv.org/pdf/2208.12550) [J]. arXiv preprint arXiv:2208.12550.

- Fariborz Taherkhani, Aashish Rai, Quankai Gao, Shaunak Srivastava, Xuanbai Chen, Fernando de la Torre, Steven Song, Aayush Prakash, Daeil Kim .[Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance](https://arxiv.org/pdf/2208.14263) [J]. arXiv preprint arXiv:2208.14263.

- Stathis Galanakis, Baris Gecer, Alexandros Lattas, Stefanos Zafeiriou .[3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling](https://arxiv.org/pdf/2209.07366) [J]. arXiv preprint arXiv:2209.07366.

- Xingchao Yang, Takafumi Taketomi .[BareSkinNet: De-makeup and De-lighting via 3D Face Reconstruction](https://arxiv.org/pdf/2209.09029) [J]. arXiv preprint arXiv:2209.09029.

- Yatao Zhong, Faezeh Amjadi, Ilya Zharkov .[Geometry Driven Progressive Warping for One-Shot Face Animation](https://arxiv.org/pdf/2210.02391) [J]. arXiv preprint arXiv:2210.02391.

- Yue Wu, Yu Deng, Jiaolong Yang, Fangyun Wei, Qifeng Chen, Xin Tong .[AniFaceGAN: Animatable 3D-Aware Face Image Generation for Video Avatars](https://arxiv.org/pdf/2210.06465) [J]. arXiv preprint arXiv:2210.06465.

- Wenxuan Zhang, Xiaodong Cun, Xuan Wang, Yong Zhang, Xi Shen, Yu Guo, Ying Shan, Fei Wang .[SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation](https://arxiv.org/pdf/2211.12194) [J]. arXiv preprint arXiv:2211.12194.

- Keqiang Sun, Shangzhe Wu, Ning Zhang, Zhaoyang Huang, Quan Wang, Hongsheng Li .[CGOF++: Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields](https://arxiv.org/pdf/2211.13251) [J]. arXiv preprint arXiv:2211.13251.

- Haoran Bai, Di Kang, Haoxian Zhang, Jinshan Pan, Linchao Bao .[FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction](https://arxiv.org/pdf/2211.13874) [J]. arXiv preprint arXiv:2211.13874.



### 2023



---

## Face Tracking

- E.R. Gast, Michael S. Lew .[A Framework for Real-Time Face and Facial Feature Tracking using Optical  Flow Pre-estimation and Template Tracking](https://arxiv.org/pdf/1101.00237) .[J] arXiv preprint arXiv:1101.00237.

- Chloë Brown, Christos Efstratiou, Ilias Leontiadis, Daniele Quercia, Cecilia Mascolo, James Scott, Peter Key .[The architecture of innovation: Tracking face-to-face interactions with  ubicomp technologies](https://arxiv.org/pdf/1406.06829) .[J] arXiv preprint arXiv:1406.06829.

- Narmada Naik, G.N Rathna .[Robust real time face recognition and tracking on gpu using fusion of  rgb and depth image](https://arxiv.org/pdf/1504.01883) .[J] arXiv preprint arXiv:1504.01883.

- Tapan Pradhan, Aurobinda Routray, Bibek Kabi .[Comparative Evaluation of Symmetric SVD Algorithms for Real-time Face  and Eye Tracking](https://arxiv.org/pdf/1505.05840) .[J] arXiv preprint arXiv:1505.05840.

- Hai X. Pham, Chongyu Chen, Luc N. Dao, Vladimir Pavlovic, Jianfei Cai, Tat-jen Cham .[Robust Performance-driven 3D Face Tracking in Long Range Depth Scenes](https://arxiv.org/pdf/1507.02779) .[J] arXiv preprint arXiv:1507.02779.

- Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva .[Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos](https://arxiv.org/pdf/1507.04576) .[J] arXiv preprint arXiv:1507.04576.

- Grigorios G. Chrysos, Epameinondas Antonakos, Patrick Snape, Akshay Asthana, Stefanos Zafeiriou .[A Comprehensive Performance Evaluation of Deformable Face Tracking  "In-the-Wild"](https://arxiv.org/pdf/1603.06015) .[J] arXiv preprint arXiv:1603.06015.

- Patrik Huber, Philipp Kopp, Matthias Rätsch, William Christmas, Josef Kittler .[3D Face Tracking and Texture Fusion in the Wild](https://arxiv.org/pdf/1605.06764) .[J] arXiv preprint arXiv:1605.06764.

- Enrique Snchez-Lozano, Brais Martinez, Georgios Tzimiropoulos, Michel Valstar .[Cascaded Continuous Regression for Real-time Incremental Face Tracking](https://arxiv.org/pdf/1608.01137) .[J] arXiv preprint arXiv:1608.01137.

- Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger .[Robust Face Tracking using Multiple Appearance Models and Graph  Relational Learning](https://arxiv.org/pdf/1706.09806) .[J] arXiv preprint arXiv:1706.09806.

- Huaxiong Ding, Liming Chen .[Densely tracking sequences of 3D face scans](https://arxiv.org/pdf/1709.04295) .[J] arXiv preprint arXiv:1709.04295.

- Yue Wu, Zuoguan Wang, Qiang Ji .[Facial Feature Tracking under Varying Facial Expressions and Face Poses  based on Restricted Boltzmann Machines](https://arxiv.org/pdf/1709.05731) .[J] arXiv preprint arXiv:1709.05731.

- Hanbyul Joo, Tomas Simon, Yaser Sheikh .[Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and  Bodies](https://arxiv.org/pdf/1801.01615) .[J] arXiv preprint arXiv:1801.01615.

- Gregor Lenz, Sio-Hoi Ieng, Ryad Benosman .[Event-based Dynamic Face Detection and Tracking Based on Activity](https://arxiv.org/pdf/1803.10106) .[J] arXiv preprint arXiv:1803.10106.

- Kunlei Zhang, Elaheh Rashedi, Elaheh Barati, Xue-wen Chen .[Long-term face tracking in the wild using deep learning](https://arxiv.org/pdf/1805.07646) .[J] arXiv preprint arXiv:1805.07646.

- Yiming Lin, Jie Shen, Shiyang Cheng, Maja Pantic .[Mobile Face Tracking: A Survey and Benchmark](https://arxiv.org/pdf/1805.09749) .[J] arXiv preprint arXiv:1805.09749.

- Jae Shin Yoon, Takaaki Shiratori, Shoou-I Yu, Hyun Soo Park .[Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking](https://arxiv.org/pdf/1907.10815) .[J] arXiv preprint arXiv:1907.10815.

- Safa Alver, Ugur Halici .[Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance](https://arxiv.org/pdf/1908.03812) .[J] arXiv preprint arXiv:1908.03812.

- Ngoc-Trung Tran, Fakhr-Eddine Ababsa, Maurice Charbit, Jacques Feldmar, Dijana Petrovska-Delacrétaz, Gérard Chollet .[3D Face Pose and Animation Tracking via Eigen-Decomposition based Bayesian Approach](https://arxiv.org/pdf/1908.11039) .[J] arXiv preprint arXiv:1908.11039.

- Gamhewage C. de Silva, Tamara Smyth, Michael J. Lyons .[A Novel Face-tracking Mouth Controller and its Application to Interacting with Bioacoustic Models](https://arxiv.org/pdf/2010.03265) [J]. arXiv preprint arXiv:2010.03265.

- Cian Ryan, Brian O Sullivan, Amr Elrasad, Joe Lemley, Paul Kielty, Christoph Posch, Etienne Perot .[Real-Time Face & Eye Tracking and Blink Detection using Event Cameras](https://arxiv.org/pdf/2010.08278) [J]. arXiv preprint arXiv:2010.08278.

- Germán Barquero, Carles Fernández, Isabelle Hupont .[Long-Term Face Tracking for Crowded Video-Surveillance Scenarios](https://arxiv.org/pdf/2010.08675) [J]. arXiv preprint arXiv:2010.08675.

- Jizhe Zhou, Chi-Man Pun .[Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming](https://arxiv.org/pdf/2101.01060) [J]. arXiv preprint arXiv:2101.01060.

- Ilke Demir, Umur A. Ciftci .[Where Do Deep Fakes Look? Synthetic Face Detection via Gaze Tracking](https://arxiv.org/pdf/2101.01165) [J]. arXiv preprint arXiv:2101.01165.

- Tianping Li, Zhifeng Liu, Jianping Qiao .[Multiple feature fusion-based video face tracking for IoT big data](https://arxiv.org/pdf/2104.08096) [J]. arXiv preprint arXiv:2104.08096.

- Mohammad Sabik Irbaz, MD Abdullah Al Nasim, Refat E Ferdous .[Real-Time Face Recognition System for Remote Employee Tracking](https://arxiv.org/pdf/2107.07576) [J]. arXiv preprint arXiv:2107.07576.

- Germán Barquero, Isabelle Hupont, Carles Fernández .[Rank-based verification for long-term face tracking in crowded scenes](https://arxiv.org/pdf/2107.13273) [J]. arXiv preprint arXiv:2107.13273.

- Andreas Ranftl, Fernando Alonso-Fernandez, Stefan Karlsson, Josef Bigun .[Real-time AdaBoost cascade face tracker based on likelihood map and optical flow](https://arxiv.org/pdf/2210.13885) [J]. arXiv preprint arXiv:2210.13885.



---

## Face Clustering

- Vivek Sharma, Makarand Tapaswi, M.Saquib Sarfraz, Rainer Stiefelhagen .[Self-Supervised Learning of Face Representations for Video Face Clustering](https://arxiv.org/pdf/1903.01000) .[J] arXiv preprint arXiv:1903.01000.

- Zhongdao Wang, Liang Zheng, Yali Li, Shengjin Wang .[Linkage Based Face Clustering via Graph Convolution Network](https://arxiv.org/pdf/1903.11306) .[J] arXiv preprint arXiv:1903.11306.

- Lei Yang, Xiaohang Zhan, Dapeng Chen, Junjie Yan, Chen Change Loy, Dahua Lin .[Learning to Cluster Faces on an Affinity Graph](https://arxiv.org/pdf/1904.02749) .[J] arXiv preprint arXiv:1904.02749.

- Makarand Tapaswi, Marc T. Law, Sanja Fidler .[Video Face Clustering with Unknown Number of Clusters](https://arxiv.org/pdf/1908.03381) .[J] arXiv preprint arXiv:1908.03381.

- Lei Yang, Dapeng Chen, Xiaohang Zhan, Rui Zhao, Chen Change Loy, Dahua Lin .[Learning to Cluster Faces via Confidence and Connectivity Estimation](https://arxiv.org/pdf/2004.00445) [J]. arXiv preprint arXiv:2004.00445.

- Prakhar Kulshreshtha, Tanaya Guha .[Dynamic Character Graph via Online Face Clustering for Movie Analysis](https://arxiv.org/pdf/2007.14913) [J]. arXiv preprint arXiv:2007.14913.

- Krishna Somandepalli, Rajat Hebbar, Shrikanth Narayanan .[Multi-Face: Self-supervised Multiview Adaptation for Robust Face Clustering in Videos](https://arxiv.org/pdf/2008.11289) [J]. arXiv preprint arXiv:2008.11289.

- Paulo R. C. Mendes, Eduardo S. Vieira, Álan L. V. Guedes, Antonio J. G. Busson, Sérgio Colcher .[A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers](https://arxiv.org/pdf/2010.04676) [J]. arXiv preprint arXiv:2010.04676.

- Jinxing Ye, Xioajiang Peng, Baigui Sun, Kai Wang, Xiuyu Sun, Hao Li, Hanqing Wu .[Learning to Cluster Faces via Transformer](https://arxiv.org/pdf/2104.11502) [J]. arXiv preprint arXiv:2104.11502.

- Huafeng Yang, Xingjian Chen, Fangyi Zhang, Guangyue Hei, Yunjie Wang, Rong Du .[GCN-Based Linkage Prediction for Face Clustering on Imbalanced Datasets: An Empirical Study](https://arxiv.org/pdf/2107.02477) [J]. arXiv preprint arXiv:2107.02477.

- Yaohua Wang, Yaobin Zhang, Fangyi Zhang, Senzhang Wang, Ming Lin, YuQi Zhang, Xiuyu Sun .[Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space](https://arxiv.org/pdf/2202.03800) [J]. arXiv preprint arXiv:2202.03800.

- Xiaotian Yu, Yifan Yang, Aibo Wang, Ling Xing, Hanling Yi, Guangming Lu, Xiaoyu Wang .[FaceMap: Towards Unsupervised Face Clustering via Map Equation](https://arxiv.org/pdf/2203.10090) [J]. arXiv preprint arXiv:2203.10090.

- Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Luo, Yiming Lin, Pingchuan Ma, Stavros Petridis, Maja Pantic .[Self-supervised Video-centralised Transformer for Video Face Clustering](https://arxiv.org/pdf/2203.13166) [J]. arXiv preprint arXiv:2203.13166.

- Junfu Liu, Di Qiu, Pengfei Yan, Xiaolin Wei .[Learn to Cluster Faces via Pairwise Classification](https://arxiv.org/pdf/2205.13117) [J]. arXiv preprint arXiv:2205.13117.

- Mei Wang, Weihong Deng .[Deep face recognition with clustering based domain adaptation](https://arxiv.org/pdf/2205.13937) [J]. arXiv preprint arXiv:2205.13937.

- Yingjie Chen, Huasong Zhong, Chong Chen, Chen Shen, Jianqiang Huang, Tao Wang, Yun Liang, Qianru Sun .[On Mitigating Hard Clusters for Face Clustering](https://arxiv.org/pdf/2207.11895) [J]. arXiv preprint arXiv:2207.11895.



---

## Face Super-Resolution && Face Deblurring  && Face Hallucination

- Reuben Farrugia, Christine Guillemot .[Face Hallucination using Linear Models of Coupled Sparse Support](https://arxiv.org/pdf/1512.06009) .[J] arXiv preprint arXiv:1512.06009.

- Shizhan Zhu, Sifei Liu, Chen Change Loy, Xiaoou Tang .[Deep Cascaded Bi-Network for Face Hallucination](https://arxiv.org/pdf/1607.05046) .[J] arXiv preprint arXiv:1607.05046.

- Shanjun Mao, Yiping Zhang, Zhihong Zhang, Da Zhou .[A Boosting Method to Face Image Super-resolution](https://arxiv.org/pdf/1609.01805) .[J] arXiv preprint arXiv:1609.01805.

- Jose Lezama, Qiang Qiu, Guillermo Sapiro .[Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral  Hallucination and Low-rank Embedding](https://arxiv.org/pdf/1611.06638) .[J] arXiv preprint arXiv:1611.06638.

- Grigorios G. Chrysos, Stefanos Zafeiriou .[Deep Face Deblurring](https://arxiv.org/pdf/1704.08772) .[J] arXiv preprint arXiv:1704.08772.

- Zhimin Chen, Yuguang Tong .[Face Super-Resolution Through Wasserstein GANs](https://arxiv.org/pdf/1705.02438) .[J] arXiv preprint arXiv:1705.02438.

- Yibing Song, Jiawei Zhang, Shengfeng He, Linchao Bao, Qingxiong Yang .[Learning to Hallucinate Face Images via Component Generation and  Enhancement](https://arxiv.org/pdf/1708.00223) .[J] arXiv preprint arXiv:1708.00223.

- Qingxing Cao, Liang Lin, Yukai Shi, Xiaodan Liang, Guanbin Li .[Attention-Aware Face Hallucination via Deep Reinforcement Learning](https://arxiv.org/pdf/1708.03132) .[J] arXiv preprint arXiv:1708.03132.

- E. Ustinova, V. Lempitsky .[Deep multi-frame face super-resolution](https://arxiv.org/pdf/1709.03196) .[J] arXiv preprint arXiv:1709.03196.

- Lingxiao Wang, Yali Li, Shengjin Wang .[DeepDeblur: Fast one-step blurry face images restoration](https://arxiv.org/pdf/1711.09515) .[J] arXiv preprint arXiv:1711.09515.

- Yu Chen, Ying Tai, Xiaoming Liu, Chunhua Shen, Jian Yang .[FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors](https://arxiv.org/pdf/1711.10703) .[J] arXiv preprint arXiv:1711.10703.

- Adrian Bulat, Georgios Tzimiropoulos .[Super-FAN: Integrated facial landmark localization and super-resolution  of real-world low resolution faces in arbitrary poses with GANs](https://arxiv.org/pdf/1712.02765) .[J] arXiv preprint arXiv:1712.02765.

-  .[Motion deblurring of faces](https://arxiv.org/pdf/1803.03330) .[J] arXiv preprint arXiv:1803.03330.

-  .[Deep Semantic Face Deblurring](https://arxiv.org/pdf/1803.03345) .[J] arXiv preprint arXiv:1803.03345.

- Klemen Grm, Simon Dobrišek, Walter J. Scheirer, Vitomir Štruc .[Face hallucination using cascaded super-resolution and identity priors](https://arxiv.org/pdf/1805.10938) .[J] arXiv preprint arXiv:1805.10938.

- Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma .[Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face  Hallucination](https://arxiv.org/pdf/1806.10726) .[J] arXiv preprint arXiv:1806.10726.

- Chih-Chung Hsu, Chia-Wen Lin, Weng-Tai Su, Gene Cheung .[SiGAN: Siamese Generative Adversarial Network for Identity-Preserving  Face Hallucination](https://arxiv.org/pdf/1807.08370) .[J] arXiv preprint arXiv:1807.08370.

- Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Akiko Aizawa, Kiyoharu Aizawa .[Context-Patch Face Hallucination Based on Thresholding  Locality-constrained Representation and Reproducing Learning](https://arxiv.org/pdf/1809.00665) .[J] arXiv preprint arXiv:1809.00665.

- Shu Liang, Ira Kemelmacher-Shlizerman, Linda G. Shapiro .[3D Face Hallucination from a Single Depth Frame](https://arxiv.org/pdf/1809.04764) .[J] arXiv preprint arXiv:1809.04764.

- Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu Qiao, Wei Liu, Tong Zhang .[Super-Identity Convolutional Neural Network for Face Hallucination](https://arxiv.org/pdf/1811.02328) .[J] arXiv preprint arXiv:1811.02328.

- Lianping Yang, Bin Shao, Ting Sun, Song Ding, Xiangde Zhang .[Hallucinating very low-resolution and obscured face images](https://arxiv.org/pdf/1811.04645) .[J] arXiv preprint arXiv:1811.04645.

- Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn .[On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs](https://arxiv.org/pdf/1811.07104) .[J] arXiv preprint arXiv:1811.07104.

- Yibing Song, Jiawei Zhang, Lijun Gong, Shengfeng He, Linchao Bao, Jinshan Pan, Qingxiong Yang, Ming-Hsuan Yang .[Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement](https://arxiv.org/pdf/1811.09019) .[J] arXiv preprint arXiv:1811.09019.

- Klemen Grm, Martin Pernuš, Leo Cluzel, Walter Scheirer, Simon Dobrišek, Vitomir Štruc .[Face Hallucination Revisited: An Exploratory Study on Dataset Bias](https://arxiv.org/pdf/1812.09010) .[J] arXiv preprint arXiv:1812.09010.

- Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot .[Face Image Reflection Removal](https://arxiv.org/pdf/1903.00865) .[J] arXiv preprint arXiv:1903.00865.

- Esra Ataer-Cansizoglu, Michael Jones, Ziming Zhang, Alan Sullivan .[Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-Resolution Network](https://arxiv.org/pdf/1903.10974) .[J] arXiv preprint arXiv:1903.10974.

- Yukai Shi, Guanbin Li, Qingxing Cao, Keze Wang, Liang Lin .[Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning](https://arxiv.org/pdf/1905.01509) .[J] arXiv preprint arXiv:1905.01509.

- Berk Dogan, Shuhang Gu, Radu Timofte .[Exemplar Guided Face Image Super-Resolution without Facial Landmarks](https://arxiv.org/pdf/1906.07078) .[J] arXiv preprint arXiv:1906.07078.

- Rajeev Yasarla (Student Member, IEEE), Federico Perazzi (Member, IEEE), Vishal M. Patel (Senior Member, IEEE) .[Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks](https://arxiv.org/pdf/1907.13106) .[J] arXiv preprint arXiv:1907.13106.

- Deokyun Kim, Minseon Kim, Gihyun Kwon, Dae-Shik Kim .[Progressive Face Super-Resolution via Attention to Facial Landmark](https://arxiv.org/pdf/1908.08239) .[J] arXiv preprint arXiv:1908.08239.

- Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi .[Identity-Aware Deep Face Hallucination via Adversarial Face Verification](https://arxiv.org/pdf/1909.08130) .[J] arXiv preprint arXiv:1909.08130.

- Givi Meishvili, Simon Jenni, Paolo Favaro .[Learning to Have an Ear for Face Super-Resolution](https://arxiv.org/pdf/1909.12780) .[J] arXiv preprint arXiv:1909.12780.

- Ratheesh Kalarot, Tao Li, Fatih Porikli .[Component Attention Guided Face Super-Resolution Network: CAGFace](https://arxiv.org/pdf/1910.08761) .[J] arXiv preprint arXiv:1910.08761.

- Jiancheng Cai, Hu Han, Shiguang Shan, Xilin Chen.[FCSR-GAN: Joint Face Completion and Super-resolution via Multi-task Learning](https://arxiv.org/pdf/1911.01045) [J]. arXiv preprint arXiv:1911.01045

- Yu Yin, Joseph P. Robinson, Yulun Zhang, Yun Fu .[Joint Super-Resolution and Alignment of Tiny Faces](https://arxiv.org/pdf/1911.08566) [J]. arXiv preprint arXiv:1911.08566.

- Jung Un Yun, In Kyu Park .[Joint Face Super-Resolution and Deblurring Using a Generative Adversarial Network](https://arxiv.org/pdf/1912.10427) [J]. arXiv preprint arXiv:1912.10427.

- Zhiyi Cheng, Xiatian Zhu, Shaogang Gong .[Characteristic Regularisation for Super-Resolving Face Images](https://arxiv.org/pdf/1912.12987) [J]. arXiv preprint arXiv:1912.12987.

- Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang .[Deep Semantic Face Deblurring](https://arxiv.org/pdf/2001.06822) .[J] arXiv preprint arXiv:2001.06822

- Yang Zhang, Ivor W.Tsang, Jun Li, Ping Liu, Xiaobo Lu, Xin Yu .[Face Hallucination with Finishing Touches](https://arxiv.org/pdf/2002.03308) .[J] arXiv preprint arXiv:2002.03308

- Jingwei Xin, Nannan Wang, Jie Li, Xinbo Gao, Zhifeng Li .[Video Face Super-Resolution with Motion-Adaptive Feedback Cell](https://arxiv.org/pdf/2002.06378) .[J] arXiv preprint arXiv:2002.06378

- Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Xinbo Gao, Zhifeng Li .[Facial Attribute Capsules for Noise Face Super Resolution](https://arxiv.org/pdf/2002.06518) .[J] arXiv preprint arXiv:2002.06518

- Cheng Ma, Zhenyu Jiang, Yongming Rao, Jiwen Lu, Jie Zhou .[Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation](https://arxiv.org/pdf/2003.13063) .[J] arXiv preprint arXiv:2003.13063

- Wei Jing, Feng Tian, Jizhong Zhang, Kuo-Ming Chao, Zhenxin Hong, Xu Liu .[Feature Super-Resolution Based Facial Expression Recognition for Multi-scale Low-Resolution Faces](https://arxiv.org/pdf/2004.02234) [J]. arXiv preprint arXiv:2004.02234.

- Hao Dou, Chen Chen, Xiyuan Hu, Zhisen Hu, Silong Peng .[PCA-SRGAN: Incremental Orthogonal Projection Discrimination for Face Super-resolution](https://arxiv.org/pdf/2005.00306) [J]. arXiv preprint arXiv:2005.00306.

- Kevin W. Bowyer, Michael King, Walter Scheirer .[The Criminality From Face Illusion](https://arxiv.org/pdf/2006.03895) [J]. arXiv preprint arXiv:2006.03895.

- Xiaobin Hu, Wenqi Ren, John LaMaster, Xiaochun Cao, Xiaoming Li, Zechao Li, Bjoern Menze, Wei Liu .[Face Super-Resolution Guided by 3D Facial Priors](https://arxiv.org/pdf/2007.09454) [J]. arXiv preprint arXiv:2007.09454.

- Julien Despois, Frederic Flament, Matthieu Perrot .[AgingMapGAN (AMGAN): High-Resolution Controllable Face Aging with Spatially-Aware Conditional GANs](https://arxiv.org/pdf/2008.10960) [J]. arXiv preprint arXiv:2008.10960.

- Jonghyun Kim, Gen Li, Inyong Yun, Cheolkon Jung, Joongkyu Kim .[Edge and Identity Preserving Network for Face Super-Resolution](https://arxiv.org/pdf/2008.11977) [J]. arXiv preprint arXiv:2008.11977.

- Kaili Wang, Jose Oramas, Tinne Tuytelaars .[Multiple Exemplars-based Hallucinationfor Face Super-resolution and Editing](https://arxiv.org/pdf/2009.07827) [J]. arXiv preprint arXiv:2009.07827.

- Yuanzhi Wang, Tao Lu, Yu Wang, Yanduo Zhang .[Face Hallucination Using Split-Attention in Split-Attention Network](https://arxiv.org/pdf/2010.11575) [J]. arXiv preprint arXiv:2010.11575.

- Saurabh Goswami, Aakanksha, Rajagopalan A. N .[Robust Super-Resolution of Real Faces using Smooth Features](https://arxiv.org/pdf/2011.02427) [J]. arXiv preprint arXiv:2011.02427.

- Chaofeng Chen, Dihong Gong, Hao Wang, Zhifeng Li, Kwan-Yee K. Wong .[Learning Spatial Attention for Face Super-Resolution](https://arxiv.org/pdf/2012.01211) [J]. arXiv preprint arXiv:2012.01211.

- Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma .[Deep Learning-based Face Super-resolution: A Survey](https://arxiv.org/pdf/2101.03749) [J]. arXiv preprint arXiv:2101.03749.

- Angelo G. Menezes .[Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition](https://arxiv.org/pdf/2101.10845) [J]. arXiv preprint arXiv:2101.10845.

- Andreas Aakerberg, Kamal Nasrollahi, Thomas B. Moeslund .[Real-World Super-Resolution of Face-Images from Surveillance Cameras](https://arxiv.org/pdf/2102.03113) [J]. arXiv preprint arXiv:2102.03113.

- Yuan Gan, Yawei Luo, Xin Yu, Bang Zhang, Yi Yang .[VidFace: A Full-Transformer Solver for Video FaceHallucination with Unaligned Tiny Snapshots](https://arxiv.org/pdf/2105.14954) [J]. arXiv preprint arXiv:2105.14954.

- Yang Zhang, Xin Yu, Xiaobo Lu, Ping Liu .[Pro-UIGAN: Progressive Face Hallucination from Occluded Thumbnails](https://arxiv.org/pdf/2108.00602) [J]. arXiv preprint arXiv:2108.00602.

- Junjun Jiang, Chenyang Wang, Kui Jiang, Xianming Liu, Jiayi Ma .[Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution](https://arxiv.org/pdf/2108.13584) [J]. arXiv preprint arXiv:2108.13584.

- Shailza Sharma, Abhinav Dhall, Vinay Kumar .[Frequency Aware Face Hallucination Generative Adversarial Network with Semantic Structural Constraint](https://arxiv.org/pdf/2110.01880) [J]. arXiv preprint arXiv:2110.01880.

- Kaihao Zhang, Dongxu Li, Wenhan Luo, Jingyu Liu, Jiankang Deng, Wei Liu, Stefanos Zafeiriou .[EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset](https://arxiv.org/pdf/2110.05031) [J]. arXiv preprint arXiv:2110.05031.

- Abhishek Srivastava, Sukalpa Chanda, Umapada Pal .[AGA-GAN: Attribute Guided Attention Generative Adversarial Network with U-Net for Face Hallucination](https://arxiv.org/pdf/2111.10591) [J]. arXiv preprint arXiv:2111.10591.

- Ali Abbasi, Mohammad Rahmati .[Identity-Preserving Pose-Robust Face Hallucination Through Face Subspace Prior](https://arxiv.org/pdf/2111.10634) [J]. arXiv preprint arXiv:2111.10634.

- Givi Meishvili, Attila Szabó, Simon Jenni, Paolo Favaro .[Learning to Deblur and Rotate Motion-Blurred Faces](https://arxiv.org/pdf/2112.07599) [J]. arXiv preprint arXiv:2112.07599.

- Xian Zhang, Hao Zhang, Jiancheng Lv, Xiaojie Li .[Face Deblurring Based on Separable Normalization and Adaptive Denormalization](https://arxiv.org/pdf/2112.09833) [J]. arXiv preprint arXiv:2112.09833.

- Xianfang Zeng, Jiangning Zhang, Liang Liu, Guangzhong Tian, Yong Liu .[SelFSR: Self-Conditioned Face Super-Resolution in the Wild via Flow Field Degradation Network](https://arxiv.org/pdf/2112.10683) [J]. arXiv preprint arXiv:2112.10683.

- Xiangnan Yin, Liming Chen .[FaceOcc: A Diverse, High-quality Face Occlusion Dataset for Human Face Extraction](https://arxiv.org/pdf/2201.08425) [J]. arXiv preprint arXiv:2201.08425.

- Saurabh Goswami, Rajagopalan A. N .[Robust Unpaired Single Image Super-Resolution of Faces](https://arxiv.org/pdf/2201.09109) [J]. arXiv preprint arXiv:2201.09109.

- Jingwen He, Wu Shi, Kai Chen, Lean Fu, Chao Dong .[GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors](https://arxiv.org/pdf/2203.07319) [J]. arXiv preprint arXiv:2203.07319.

- Yiqun Mei, Pengfei Guo, Vishal M. Patel .[Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination](https://arxiv.org/pdf/2203.16669) [J]. arXiv preprint arXiv:2203.16669.

- Fernando Alonso-Fernandez, Reuben A. Farrugia, Julian Fierrez, Josef Bigun .[Super-Resolution for Selfie Biometrics: Introduction and Application to Face and Iris](https://arxiv.org/pdf/2204.05688) [J]. arXiv preprint arXiv:2204.05688.

- Guangwei Gao, Zixiang Xu, Juncheng Li, Jian Yang, Tieyong Zeng, Guo-Jun Qi .[CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution](https://arxiv.org/pdf/2204.08696) [J]. arXiv preprint arXiv:2204.08696.

- Liangbin Xie. Xintao Wang, Honglun Zhang, Chao Dong, Ying Shan .[VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution](https://arxiv.org/pdf/2205.03409) [J]. arXiv preprint arXiv:2205.03409.

- Hao Hou, Xiaotao Hu, Jun Xu, Yingkun Hou, Benzheng Wei, Dinggang Shen .[Semi-Cycled Generative Adversarial Networks for Real-World Face Super-Resolution](https://arxiv.org/pdf/2205.03777) [J]. arXiv preprint arXiv:2205.03777.

- Hanbyel Cho, Yekang Lee, Jaemyung Yu, Junmo Kim .[Stochastic Attribute Modeling for Face Super-Resolution](https://arxiv.org/pdf/2207.07945) [J]. arXiv preprint arXiv:2207.07945.

- Wei-Sheng Lai, YiChang Shih, Lun-Cheng Chu, Xiaotong Wu, Sung-Fang Tsai, Michael Krainin, Deqing Sun, Chia-Kai Liang .[Face Deblurring using Dual Camera Fusion on Mobile Phones](https://arxiv.org/pdf/2207.11617) [J]. arXiv preprint arXiv:2207.11617.

- Sindhu B Hegde, Rudrabha Mukhopadhyay, Vinay P Namboodiri, C. V. Jawahar .[Extreme-scale Talking-Face Video Upsampling with Audio-Visual Priors](https://arxiv.org/pdf/2208.08118) [J]. arXiv preprint arXiv:2208.08118.

- Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M.Patel .[AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models](https://arxiv.org/pdf/2208.11284) [J]. arXiv preprint arXiv:2208.11284.

- Jun-Seok Yun, Youngju Na, Hee Hyeon Kim, Hyung-Il Kim, Seok Bong Yoo .[HAZE-Net: High-Frequency Attentive Super-Resolved Gaze Estimation in Low-Resolution Face Images](https://arxiv.org/pdf/2209.10167) [J]. arXiv preprint arXiv:2209.10167.

- Marcelo dos Santos, Rayson Laroca, Rafael O. Ribeiro, João Neves, Hugo Proença, David Menotti .[Face Super-Resolution Using Stochastic Differential Equations](https://arxiv.org/pdf/2209.12064) [J]. arXiv preprint arXiv:2209.12064.

- Chenggong Zhang, Zhilei Liu .[Face Super-Resolution with Progressive Embedding of Multi-scale Face Priors](https://arxiv.org/pdf/2210.06002) [J]. arXiv preprint arXiv:2210.06002.

- Xiang Wang, Yimin Yang, Qixiang Pang, Xiao Lu, Yu Liu, Shan Du .[Semantic Encoder Guided Generative Adversarial Face Ultra-Resolution Network](https://arxiv.org/pdf/2211.10532) [J]. arXiv preprint arXiv:2211.10532.

- Shailza Sharma, Abhinav Dhall, Vinay Kumar, Vivek Singh Bawa .[Audio-visual video face hallucination with frequency supervision and cross modality support by speech based lip reading loss](https://arxiv.org/pdf/2211.10883) [J]. arXiv preprint arXiv:2211.10883.



---

## Face Generation && Face Synthesis && Face Completion && Face Restoration && Face De-Occlusion && Face Reenactment

### 2010

- Santanu Halder, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .[Face Synthesis (FASY) System for Generation of a Face Image from Human  Description](https://arxiv.org/pdf/1005.04034) .[J] arXiv preprint arXiv:1005.04034.

- Santanu Halder, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .[Face Synthesis (FASY) System for Determining the Characteristics of a  Face Image](https://arxiv.org/pdf/1007.00618) .[J] arXiv preprint arXiv:1007.00618.



### 2013

- Shraddha S. Shinde, Prof. Anagha P. Khedkar .[A Novel Scheme for Generating Secure Face Templates Using BDA](https://arxiv.org/pdf/1312.07511) .[J] arXiv preprint arXiv:1312.07511.



### 2014

- Shraddha S. Shinde, Prof. Anagha P. Khedkar .[A Novel Approach For Generating Face Template Using Bda](https://arxiv.org/pdf/1401.00092) .[J] arXiv preprint arXiv:1401.00092.



### 2015

- Xu Yang .[Face Photo Sketch Synthesis via Larger Patch and Multiresolution Spline](https://arxiv.org/pdf/1509.05897) .[J] arXiv preprint arXiv:1509.05897.



### 2016

- Mu Li, Wangmeng Zuo, David Zhang .[Convolutional Network for Attribute-driven and Identity-preserving Human  Face Generation](https://arxiv.org/pdf/1608.06434) .[J] arXiv preprint arXiv:1608.06434.

- Fang Zhao, Jiashi Feng, Jian Zhao, Wenhan Yang, Shuicheng Yan .[Robust LSTM-Autoencoders for Face De-Occlusion in the Wild](https://arxiv.org/pdf/1612.08534) .[J] arXiv preprint arXiv:1612.08534.



### 2017

- 【DR-GAN】Tran L, Yin X, Liu X. [Disentangled representation learning gan for pose-invariant face recognition](http://cvlab.cse.msu.edu/pdfs/Tran_Yin_Liu_CVPR2017.pdf)[C]//CVPR. 2017, 3(6): 7.

- Hardie Cate, Fahim Dalvi, Zeshan Hussain .[DeepFace: Face Generation using Deep Learning](https://arxiv.org/pdf/1701.01876) .[J] arXiv preprint arXiv:1701.01876.

- Nannan Wang, Xinbo Gao, Jie Li .[Random Sampling for Fast Face Sketch Synthesis](https://arxiv.org/pdf/1701.01911) .[J] arXiv preprint arXiv:1701.01911.

- Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay .[Face Aging With Conditional Generative Adversarial Networks](https://arxiv.org/pdf/1702.01983) .[J] arXiv preprint arXiv:1702.01983.

- Qi Guo, Ce Zhu, Zhiqiang Xia, Zhengtao Wang, Yipeng Liu .[Attribute-controlled face photo synthesis from simple line drawing](https://arxiv.org/pdf/1702.02805) .[J] arXiv preprint arXiv:1702.02805.

- 【BEGAN】Berthelot D, Schumm T, Metz L. [BEGAN: boundary equilibrium generative adversarial networks](https://arxiv.org/abs/1703.10717)[J]. arXiv preprint arXiv:1703.10717, 2017.

- 【TP-GAN】Rui Huang, Shu Zhang, Tianyu Li, Ran He .[Beyond Face Rotation: Global and Local Perception GAN for Photorealistic  and Identity Preserving Frontal View Synthesis](https://arxiv.org/pdf/1704.04086) .[J] arXiv preprint arXiv:1704.04086.

- Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang .[Generative Face Completion](https://arxiv.org/pdf/1704.05838) .[J] arXiv preprint arXiv:1704.05838.

- 【FF-GAN】Yin X, Yu X, Sohn K, et al. [Towards large-pose face frontalization in the wild](https://arxiv.org/abs/1704.06244)[C]//Proc. ICCV. 2017: 1-10.

- Sandipan Banerjee, John S. Bernhard, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn .[SREFI: Synthesis of Realistic Example Face Images](https://arxiv.org/pdf/1704.06693) .[J] arXiv preprint arXiv:1704.06693.

- Yongyi Lu, Yu-Wing Tai, Chi-Keung Tang .[Conditional CycleGAN for Attribute Guided Face Image Generation](https://arxiv.org/pdf/1705.09966) .[J] arXiv preprint arXiv:1705.09966.

- Yang Song, Zhifei Zhang, Hairong Qi .[r-BTN: Cross-domain Face Composite and Synthesis from Limited Facial  Patches](https://arxiv.org/pdf/1706.00556) .[J] arXiv preprint arXiv:1706.00556.

- Zhigang Li, Yupin Luo .[Generate Identity-Preserving Faces by Generative Adversarial Networks](https://arxiv.org/pdf/1706.03227) .[J] arXiv preprint arXiv:1706.03227.

- Zhihe Lu, Zhihang Li, Jie Cao, Ran He, Zhenan Sun .[Recent Progress of Face Image Synthesis](https://arxiv.org/pdf/1706.04717) .[J] arXiv preprint arXiv:1706.04717.

- Huang Bin, Chen Weihai, Wu Xingming, Lin Chun-Liang .[High-Quality Face Image SR Using Conditional Generative Adversarial  Networks](https://arxiv.org/pdf/1707.00737) .[J] arXiv preprint arXiv:1707.00737.

- Sumit Shekhar, Vishal M. Patel, Rama Chellappa .[Synthesis-based Robust Low Resolution Face Recognition](https://arxiv.org/pdf/1707.02733) .[J] arXiv preprint arXiv:1707.02733.

- Yibing Song, Jiawei Zhang, Linchao Bao, Qingxiong Yang .[Fast Preprocessing for Robust Face Sketch Synthesis](https://arxiv.org/pdf/1708.00224) .[J] arXiv preprint arXiv:1708.00224.

- Behnaz Nojavanasghari, Charles. E. Hughes, Tadas Baltrusaitis, Louis-philippe Morency .[Hand2Face: Automatic Synthesis and Recognition of Hand Over Face  Occlusions](https://arxiv.org/pdf/1708.00370) .[J] arXiv preprint arXiv:1708.00370.

- He Zhang, Vishal M. Patel, Benjamin S. Riggan, Shuowen Hu .[Generative Adversarial Network-based Synthesis of Visible Faces from  Polarimetric Thermal Faces](https://arxiv.org/pdf/1708.02681) .[J] arXiv preprint arXiv:1708.02681.



### 2018

- Xing Di, Vishal M. Patel .[Face Synthesis from Visual Attributes via Sketch using Conditional VAEs  and GANs](https://arxiv.org/pdf/1801.00077) .[J] arXiv preprint arXiv:1801.00077.

- Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau .[Domain-Specific Face Synthesis for Video Face Recognition from a Single  Sample Per Person](https://arxiv.org/pdf/1801.01974) .[J] arXiv preprint arXiv:1801.01974.

- Zeyuan Chen, Shaoliang Nie, Tianfu Wu, Christopher G. Healey. [High Resolution Face Completion with Multiple Controllable Attributes  via Fully End-to-End Progressive Generative Adversarial Networks](https://arxiv.org/pdf/1802.07632) .[J] arXiv preprint arXiv:1802.07632.

- Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran .[Face Synthesis with Landmark Points from Generative Adversarial Networks  and Inverse Latent Space Mapping](https://arxiv.org/pdf/1802.00390) .[J] arXiv preprint arXiv:1802.00390.

- Jie Cao, Yibo Hu, Bing Yu, Ran He, Zhenan Sun .[Load Balanced GANs for Multi-view Face Image Synthesis](https://arxiv.org/pdf/1802.07447) .[J] arXiv preprint arXiv:1802.07447.

- Sefik Emre Eskimez, Ross K Maddox, Chenliang Xu, Zhiyao Duan .[Generating Talking Face Landmarks from Speech](https://arxiv.org/pdf/1803.09803) .[J] arXiv preprint arXiv:1803.09803.

- Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua .[Towards Open-Set Identity Preserving Face Synthesis](https://arxiv.org/pdf/1803.11182) .[J] arXiv preprint arXiv:1803.11182.

- Deng-Ping Fan, ShengChuan Zhang, Yu-Huan Wu, Ming-Ming Cheng, Bo Ren, Rongrong Ji, Paul L Rosin .[Face Sketch Synthesis Style Similarity:A New Structure Co-occurrence  Texture Measure](https://arxiv.org/pdf/1804.02975) .[J] arXiv preprint arXiv:1804.02975.

- Baris Gecer, Binod Bhattarai, Josef Kittler, Tae-Kyun Kim .[Semi-supervised Adversarial Learning to Generate Photorealistic Face  Images of New Identities from 3D Morphable Model](https://arxiv.org/pdf/1804.03675) .[J] arXiv preprint arXiv:1804.03675.

- Yang Song, Jingwen Zhu, Xiaolong Wang, Hairong Qi .[Talking Face Generation by Conditional Recurrent Adversarial Network](https://arxiv.org/pdf/1804.04786) .[J] arXiv preprint arXiv:1804.04786.

- Jianzhu Guo, Xiangyu Zhu, Zhen Lei, Stan Z. Li .[Face Synthesis for Eyeglass-Robust Face Recognition](https://arxiv.org/pdf/1806.01196) .[J] arXiv preprint arXiv:1806.01196.

- Evgeny Izutov .[High Diversity Attribute Guided Face Generation with GANs](https://arxiv.org/pdf/1806.10982) .[J] arXiv preprint arXiv:1806.10982.

- Kyungjune Baek, Duhyeon Bang, Hyunjung Shim .[Editable Generative Adversarial Networks: Generating and Editing Faces  Simultaneously](https://arxiv.org/pdf/1807.07700) .[J] arXiv preprint arXiv:1807.07700.

- Hang Zhou, Yu Liu, Ziwei Liu, Ping Luo, Xiaogang Wang .[Talking Face Generation by Adversarially Disentangled Audio-Visual  Representation](https://arxiv.org/pdf/1807.07860) .[J] arXiv preprint arXiv:1807.07860.

- Christopher Thomas, Adriana Kovashka .[Persuasive Faces: Generating Faces in Advertisements](https://arxiv.org/pdf/1807.09882) .[J] arXiv preprint arXiv:1807.09882.

- Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, Michael J. Black .[Generating 3D faces using Convolutional Mesh Autoencoders](https://arxiv.org/pdf/1807.10267) .[J] arXiv preprint arXiv:1807.10267.

- Olivia Wiles, A. Sophia Koepke, Andrew Zisserman .[X2Face: A network for controlling face generation by using images,  audio, and pose codes](https://arxiv.org/pdf/1807.10550) .[J] arXiv preprint arXiv:1807.10550.

- Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Haochong Lan, Fang Zhao, Lin Xiong, Yan Xu, Jianshu Li, Sugiri Pranata, Shengmei Shen, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng .[Look Across Elapse: Disentangled Representation Learning and  Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition](https://arxiv.org/pdf/1809.00338) .[J] arXiv preprint arXiv:1809.00338.

- Yunfan Liu, Qi Li, Zhenan Sun .[Attribute Enhanced Face Aging with Wavelet-based Generative Adversarial  Networks](https://arxiv.org/pdf/1809.06647) .[J] arXiv preprint arXiv:1809.06647.

- Yining Lang, Wei Liang, Yujia Wang, Lap-Fai Yu .[3D Face Synthesis Driven by Personality Impression](https://arxiv.org/pdf/1809.10402) .[J] arXiv preprint arXiv:1809.10402.

- Daniel Sáez Trigueros, Li Meng, Margaret Hartnett .[Generating Photo-Realistic Training Data to Improve Face Recognition Accuracy](https://arxiv.org/pdf/1811.00112) .[J] arXiv preprint arXiv:1811.00112.

- Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn .[Fast Face Image Synthesis with Minimal Training](https://arxiv.org/pdf/1811.01474) .[J] arXiv preprint arXiv:1811.01474.

- Enrique Sanchez, Michel Valstar .[Triple consistency loss for pairing distributions in GAN-based face synthesis](https://arxiv.org/pdf/1811.03492) .[J] arXiv preprint arXiv:1811.03492.

- Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou .[Generating faces for affect analysis](https://arxiv.org/pdf/1811.05027) .[J] arXiv preprint arXiv:1811.05027.

- Fei Peng, Le-bing Zhang, Min Long .[FD-GAN: Face-demorphing generative adversarial network for restoring accomplice's facial image](https://arxiv.org/pdf/1811.07665) .[J] arXiv preprint arXiv:1811.07665.

- Adam Kortylewski, Andreas Schneider, Thomas Gerig, Clemens Blumer, Bernhard Egger, Corius Reyneke, Andreas Morel-Forster, Thomas Vetter .[Priming Deep Neural Networks with Synthetic Faces for Enhanced Performance](https://arxiv.org/pdf/1811.08565) .[J] arXiv preprint arXiv:1811.08565.

- Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Nghia Nguyen, Eric Patterson, Tien D. Bui, Ngan Le .[Automatic Face Aging in Videos via Deep Reinforcement Learning](https://arxiv.org/pdf/1811.11082) .[J] arXiv preprint arXiv:1811.11082.

- Yujun Shen, Bolei Zhou, Ping Luo, Xiaoou Tang .[FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis](https://arxiv.org/pdf/1812.01288) .[J] arXiv preprint arXiv:1812.01288.

- Haofu Liao, Gareth Funka-Lea, Yefeng Zheng, Jiebo Luo, S. Kevin Zhou .[Face Completion with Semantic Knowledge and Collaborative Adversarial Learning](https://arxiv.org/pdf/1812.03252) .[J] arXiv preprint arXiv:1812.03252.

- Chaofeng Chen, Wei Liu, Xiao Tan, Kwan-Yee K. Wong .[Semi-Supervised Learning for Face Sketch Synthesis in the Wild](https://arxiv.org/pdf/1812.04929) .[J] arXiv preprint arXiv:1812.04929.

- He Zhang, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M.Patel .[Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks](https://arxiv.org/pdf/1812.05155) .[J] arXiv preprint arXiv:1812.05155.

- Hao Zhu, Aihua Zheng, Huaibo Huang, Ran He .[High-Resolution Talking Face Generation via Mutual Information Approximation](https://arxiv.org/pdf/1812.06589) .[J] arXiv preprint arXiv:1812.06589.

- Xiaoming Li, Ming Liu, Jieru Zhu, Wangmeng Zuo, Meng Wang, Guosheng Hu, Lei Zhang .[Learning Symmetry Consistent Deep CNNs for Face Completion](https://arxiv.org/pdf/1812.07741) .[J] arXiv preprint arXiv:1812.07741.

- Rahul Dey, Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides .[RankGAN: A Maximum Margin Ranking GAN for Generating Faces](https://arxiv.org/pdf/1812.08196) .[J] arXiv preprint arXiv:1812.08196.

- Zhibo Chen, Jianxin Lin, Tiankuang Zhou, Feng Wu .[Sequential Gating Ensemble Network for Noise Robust Multi-Scale Face Restoration](https://arxiv.org/pdf/1812.11834) .[J] arXiv preprint arXiv:1812.11834.



### 2019

- Xing Di, He Zhang, Vishal M. Patel .[Polarimetric Thermal to Visible Face Verification via Attribute Preserved Synthesis](https://arxiv.org/pdf/1901.00889) .[J] arXiv preprint arXiv:1901.00889.

- Hongyu Yang, Di Huang, Yunhong Wang, Anil K. Jain .[Learning Continuous Face Age Progression: A Pyramid of GANs](https://arxiv.org/pdf/1901.07528) .[J] arXiv preprint arXiv:1901.07528.

- Cunjian Chen, Arun Ross .[Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial Network](https://arxiv.org/pdf/1903.00963) .[J] arXiv preprint arXiv:1903.00963.

- Amanda Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giro-i-Nieto .[Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks](https://arxiv.org/pdf/1903.10195) .[J] arXiv preprint arXiv:1903.10195.

- Shiyang Cheng, Michael Bronstein, Yuxiang Zhou, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou .[MeshGAN: Non-linear 3D Morphable Models of Faces](https://arxiv.org/pdf/1903.10384) .[J] arXiv preprint arXiv:1903.10384.

- Xin Yang, Yuezun Li, Honggang Qi, Siwei Lyu .[Exposing GAN-synthesized Faces Using Landmark Locations](https://arxiv.org/pdf/1904.00167) .[J] arXiv preprint arXiv:1904.00167.

- Soumya Tripathy, Juho Kannala, Esa Rahtu .[ICface: Interpretable and Controllable Face Reenactment Using GANs](https://arxiv.org/pdf/1904.01909) .[J] arXiv preprint arXiv:1904.01909.

- Yuxiang Zhou, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou .[Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders](https://arxiv.org/pdf/1904.03525) .[J] arXiv preprint arXiv:1904.03525.

- Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz .[Recovering Faces from Portraits with Auxiliary Facial Attributes](https://arxiv.org/pdf/1904.03612) .[J] arXiv preprint arXiv:1904.03612.

- Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz .[Identity-preserving Face Recovery from Stylized Portraits](https://arxiv.org/pdf/1904.04241) .[J] arXiv preprint arXiv:1904.04241.

- Fanzi Wu, Linchao Bao, Yajing Chen, Yonggen Ling, Yibing Song, Songnan Li, King Ngi Ngan, Wei Liu .[MVF-Net: Multi-View 3D Face Morphable Model Regression](https://arxiv.org/pdf/1904.04473) .[J] arXiv preprint arXiv:1904.04473.

- Luan Tran, Feng Liu, Xiaoming Liu .[Towards High-fidelity Nonlinear 3D Face Morphable Model](https://arxiv.org/pdf/1904.04933) .[J] arXiv preprint arXiv:1904.04933.

- Xiang Chen, Lingbo Qing, Xiaohai He, Xiaodong Luo, Yining Xu .[FTGAN: A Fully-trained Generative Adversarial Networks for Text to Face Generation](https://arxiv.org/pdf/1904.05729) .[J] arXiv preprint arXiv:1904.05729.

- Xiaowei Yuan, In Kyu Park .[Face De-occlusion using 3D Morphable Model and Generative Adversarial Network](https://arxiv.org/pdf/1904.06109) .[J] arXiv preprint arXiv:1904.06109.

- Xing Di, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel .[Polarimetric Thermal to Visible Face Verification via Self-Attention Guided Synthesis](https://arxiv.org/pdf/1904.07344) .[J] arXiv preprint arXiv:1904.07344.

- Abdullah Hamdi, Bernard Ghanem .[IAN: Combining Generative Adversarial Networks for Imaginative Face Generation](https://arxiv.org/pdf/1904.07916) .[J] arXiv preprint arXiv:1904.07916.

- Kritaphat Songsri-in, Stefanos Zafeiriou .[Face Video Generation from a Single Image and Landmarks](https://arxiv.org/pdf/1904.11521) .[J] arXiv preprint arXiv:1904.11521.

- Zhaoxiang Liu, Zezhou Chen, Jinqiang Bai, Shaohua Li, Shiguo Lian .[Deep Learning-based Face Pose Recovery](https://arxiv.org/pdf/1904.13102) .[J] arXiv preprint arXiv:1904.13102.

- Kazuya Kakizaki, Kosuke Yoshida .[Adversarial Image Translation: Unrestricted Adversarial Examples in Face Recognition Systems](https://arxiv.org/pdf/1905.03421) .[J] arXiv preprint arXiv:1905.03421.

- Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Deng Cai, Ming-Hsuan Yang .[Weakly-supervised Caricature Face Parsing through Domain Adaptation](https://arxiv.org/pdf/1905.05091) .[J] arXiv preprint arXiv:1905.05091.

- Behzad Bozorgtabar, Mohammad Saeed Rad, Hazim Kemal Ekenel, Jean-Philippe Thiran .[Using Photorealistic Face Synthesis and Domain Adaptation to Improve Facial Expression Analysis](https://arxiv.org/pdf/1905.08090) .[J] arXiv preprint arXiv:1905.08090.

- Mohamed Elgharib, Mallikarjun BR, Ayush Tewari, Hyeongwoo Kim, Wentao Liu, Hans-Peter Seidel, Christian Theobalt .[EgoFace: Egocentric Face Performance Capture and Videorealistic Reenactment](https://arxiv.org/pdf/1905.10822) .[J] arXiv preprint arXiv:1905.10822.

- Jiangning Zhang, Xianfang Zeng, Yusu Pan, Yong Liu, Yu Ding, Changjie Fan .[FaceSwapNet: Landmark Guided Many-to-Many Face Reenactment](https://arxiv.org/pdf/1905.11805) .[J] arXiv preprint arXiv:1905.11805.

- Joe Mathai, Iacopo Masi, Wael AbdAlmageed .[Does Generative Face Completion Help Face Recognition?](https://arxiv.org/pdf/1906.02858) .[J] arXiv preprint arXiv:1906.02858.

- Yuezun Li, Xin Yang, Baoyuan Wu, Siwei Lyu .[Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations](https://arxiv.org/pdf/1906.09288) .[J] arXiv preprint arXiv:1906.09288.

- Hanxiang Hao, David Güera, Amy R. Reibman, Edward J. Delp .[A Utility-Preserving GAN for Face Obscuration](https://arxiv.org/pdf/1906.11979) .[J] arXiv preprint arXiv:1906.11979.

- Ruizheng Wu, Xiaodong Gu, Xin Tao, Xiaoyong Shen, Yu-Wing Tai, Jiaya Jia .[Landmark Assisted CycleGAN for Cartoon Face Generation](https://arxiv.org/pdf/1907.01424) .[J] arXiv preprint arXiv:1907.01424.

- Yunxuan Zhang, Siwei Zhang, Yue He, Cheng Li, Chen Change Loy, Ziwei Liu .[One-shot Face Reenactment](https://arxiv.org/pdf/1908.03251) .[J] arXiv preprint arXiv:1908.03251.

- Debayan Deb, Jianbang Zhang, Anil K. Jain .[AdvFaces: Adversarial Face Synthesis](https://arxiv.org/pdf/1908.05008) .[J] arXiv preprint arXiv:1908.05008.

- Yifu Chen, Zongsheng Wang, Bowen Wu, Mengyuan Li, Huan Zhang, Lin Ma, Feng Liu, Qihang Feng, Baoxun Wang .[MemeFaceGenerator: Adversarial Synthesis of Chinese Meme-face from Natural Sentences](https://arxiv.org/pdf/1908.05138) .[J] arXiv preprint arXiv:1908.05138.

- Yuval Nirkin, Yosi Keller, Tal Hassner .[FSGAN: Subject Agnostic Face Swapping and Reenactment](https://arxiv.org/pdf/1908.05932) .[J] arXiv preprint arXiv:1908.05932.

- Zhaoxiang Liu, Huan Hu, Zipeng Wang, Kai Wang, Jinqiang Bai, Shiguo Lian .[Video synthesis of human upper body with realistic face](https://arxiv.org/pdf/1908.06607) .[J] arXiv preprint arXiv:1908.06607.

- Evangelos Ververas, Stefanos Zafeiriou .[SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters](https://arxiv.org/pdf/1908.09638) .[J] arXiv preprint arXiv:1908.09638.

- Baris Gecer, Alexander Lattas, Stylianos Ploumpis, Jiankang Deng, Athanasios Papaioannou, Stylianos Moschoglou, Stefanos Zafeiriou .[Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks](https://arxiv.org/pdf/1909.02215) .[J] arXiv preprint arXiv:1909.02215.

- Kimia Dinashi, Ramin Toosi, Mohammad Ali Akhaee .[Face Manifold: Manifold Learning for Synthetic Face Generation](https://arxiv.org/pdf/1910.01403) .[J] arXiv preprint arXiv:1910.01403.

- Yuhang Li, Xuejin Chen, Feng Wu, Zheng-Jun Zha .[LinesToFacePhoto: Face Photo Generation from Lines with Conditional Self-Attention Generative Adversarial Network](https://arxiv.org/pdf/1910.08914) .[J] arXiv preprint arXiv:1910.08914.

- Naser Damer, Fadi Boutros, Khawla Mallat, Florian Kirchbuchner, Jean-Luc Dugelay, Arjan Kuijper .[Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures](https://arxiv.org/pdf/1910.09524) .[J] arXiv preprint arXiv:1910.09524.

- Fania Mokhayeri, Kaveh Kamali, Eric Granger .[Cross-Domain Face Synthesis using a Controllable GAN](https://arxiv.org/pdf/1910.14247) .[J] arXiv preprint arXiv:1910.14247.

- Weihao Xia, Yujiu Yang, Jing-Hao Xue.[Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Poorly-Drawn Sketches](https://arxiv.org/pdf/1911.00426) [J]. arXiv preprint arXiv:1911.00426

- Yunfan Liu, Qi Li, Zhenan Sun, Tieniu Tan .[A3GAN: An Attribute-aware Attentive Generative Adversarial Network for Face Aging](https://arxiv.org/pdf/1911.06531) [J]. arXiv preprint arXiv:1911.06531.

- Pengyu Gao, Siyu Xia, Joseph Robinson, Junkang Zhang, Chao Xia, Ming Shao, Yun Fu .[What Will Your Child Look Like? DNA-Net: Age and Gender Aware Kin Face Synthesizer](https://arxiv.org/pdf/1911.07014) [J]. arXiv preprint arXiv:1911.07014.

- Debayan Deb, Divyansh Aggarwal, Anil K. Jain .[Finding Missing Children: Aging Deep Face Features](https://arxiv.org/pdf/1911.07538) [J]. arXiv preprint arXiv:1911.07538.

- Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim .[MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets](https://arxiv.org/pdf/1911.08139) [J]. arXiv preprint arXiv:1911.08139.

- Osaid Rehman Nasir, Shailesh Kumar Jha, Manraj Singh Grover, Yi Yu, Ajit Kumar, Rajiv Ratn Shah .[Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions](https://arxiv.org/pdf/1911.11378) [J]. arXiv preprint arXiv:1911.11378.

- Yang Yang, Xiaojie Guo, Jiayi Ma, Lin Ma, Haibin Ling .[LaFIn: Generative Landmark Guided Face Inpainting](https://arxiv.org/pdf/1911.11394) [J]. arXiv preprint arXiv:1911.11394.



### 2020

- Hamed Alqahtani .[PI-GAN: Learning Pose Independent representations for multiple profile face synthesis](https://arxiv.org/pdf/2001.00645) .[J] arXiv preprint arXiv:2001.00645

- Prabhat Kumar, Mayank Vatsa, Richa Singh .[Detecting Face2Face Facial Reenactment in Videos](https://arxiv.org/pdf/2001.07444) .[J] arXiv preprint arXiv:2001.07444

- Xian Zhang, Xin Wang, Bin Kong, Youbing Yin, Qi Song, Siwei Lyu, Jiancheng Lv, Canghong Shi, Xiaojie Li .[Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting](https://arxiv.org/pdf/2002.02909) .[J] arXiv preprint arXiv:2002.02909

- Ran Yi, Zipeng Ye, Juyong Zhang, Hujun Bao, Yong-Jin Liu .[Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose](https://arxiv.org/pdf/2002.10137) .[J] arXiv preprint arXiv:2002.10137

- Yang Zhang, Ivor Tsang, Yawei Luo, Changhui Hu, Xiaobo Lu, Xin Yu .[Copy and Paste GAN: Face Hallucination from Shaded Thumbnails](https://arxiv.org/pdf/2002.10650) .[J] arXiv preprint arXiv:2002.10650

- Yong Zhang, Le Li, Zhilei Liu, Baoyuan Wu, Yanbo Fan, Zhifeng Li .[Controllable Descendant Face Synthesis](https://arxiv.org/pdf/2002.11376) .[J] arXiv preprint arXiv:2002.11376

- Zhilei Liu, Yunpeng Wu, Le Li, Cuicui Zhang, Baoyuan Wu .[Joint Face Completion and Super-resolution using Multi-scale Feature Relation Learning](https://arxiv.org/pdf/2003.00255) .[J] arXiv preprint arXiv:2003.00255

- Chao Yang, Ser-Nam Lim .[One-Shot Domain Adaptation For Face Generation](https://arxiv.org/pdf/2003.12869) .[J] arXiv preprint arXiv:2003.12869

- Xianfang Zeng, Yusu Pan, Mengmeng Wang, Jiangning Zhang, Yong Liu .[Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose](https://arxiv.org/pdf/2003.12957) .[J] arXiv preprint arXiv:2003.12957

- Ivan Kosarevych, Marian Petruk, Markian Kostiv, Orest Kupyn, Mykola Maksymenko, Volodymyr Budzan .[ActGAN: Flexible and Efficient One-shot Face Reenactment](https://arxiv.org/pdf/2003.13840) .[J] arXiv preprint arXiv:2003.13840

- Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao .[Learning Oracle Attention for High-fidelity Face Completion](https://arxiv.org/pdf/2003.13903) .[J] arXiv preprint arXiv:2003.13903

- Julia Gong (1), Yannick Hold-Geoffroy (2), Jingwan Lu (2) ((1) Stanford University, (2) Adobe Research) .[AutoToon: Automatic Geometric Warping for Face Cartoon Generation](https://arxiv.org/pdf/2004.02377) [J]. arXiv preprint arXiv:2004.02377.

- Hyeong-Seok Choi, Changdae Park, Kyogu Lee .[From Inference to Generation: End-to-end Fully Self-supervised Generation of Human Face from Speech](https://arxiv.org/pdf/2004.05830) [J]. arXiv preprint arXiv:2004.05830.

- Enrique Sanchez, Michel Valstar .[A recurrent cycle consistency loss for progressive face-to-face synthesis](https://arxiv.org/pdf/2004.07165) [J]. arXiv preprint arXiv:2004.07165.

- Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, Xin Tong .[Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning](https://arxiv.org/pdf/2004.11660) [J]. arXiv preprint arXiv:2004.11660.

- Jiangning Zhang, Liang Liu, Zhucun Xue, Yong Liu .[APB2Face: Audio-guided face reenactment with auxiliary pose and blink signals](https://arxiv.org/pdf/2004.14569) [J]. arXiv preprint arXiv:2004.14569.

- Marek Kowalski, Stephan J. Garbin, Virginia Estellers, Tadas Baltrušaitis, Matthew Johnson, Jamie Shotton .[CONFIG: Controllable Neural Face Image Generation](https://arxiv.org/pdf/2005.02671) [J]. arXiv preprint arXiv:2005.02671.

- Lingbo Yang, Chang Liu, Pan Wang, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao .[HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment](https://arxiv.org/pdf/2005.05005) [J]. arXiv preprint arXiv:2005.05005.

- Hanxiang Hao, Sriram Baireddy, Amy R. Reibman, Edward J. Delp .[FaR-GAN for One-Shot Face Reenactment](https://arxiv.org/pdf/2005.06402) [J]. arXiv preprint arXiv:2005.06402.

- Sanjana Sinha, Sandika Biswas, Brojeshwar Bhowmick .[Identity-Preserving Realistic Talking Face Generation](https://arxiv.org/pdf/2005.12318) [J]. arXiv preprint arXiv:2005.12318.

- Shu-Yu Chen, Wanchao Su, Lin Gao, Shihong Xia, Hongbo Fu .[Deep Generation of Face Images from Sketches](https://arxiv.org/pdf/2006.01047) [J]. arXiv preprint arXiv:2006.01047.

- Dogucan Yaman, Fevziye Irem Eyiokur, Hazım Kemal Ekenel .[Ear2Face: Deep Biometric Modality Mapping](https://arxiv.org/pdf/2006.01943) [J]. arXiv preprint arXiv:2006.01943.

- Yeqi Bai, Tao Ma, Lipo Wang, Zhenjie Zhang .[Speech Fusion to Face: Bridging the Gap Between Human's Vocal Characteristics and Facial Imaging](https://arxiv.org/pdf/2006.05888) [J]. arXiv preprint arXiv:2006.05888.

- Tianren Wang, Teng Zhang, Brian Lovell .[Faces à la Carte: Text-to-Face Generation via Attribute Disentanglement](https://arxiv.org/pdf/2006.07606) [J]. arXiv preprint arXiv:2006.07606.

- Chelhwon Kim, Andrew Port, Mitesh Patel .[Face-to-Music Translation Using a Distance-Preserving Generative Adversarial Network with an Auxiliary Discriminator](https://arxiv.org/pdf/2006.13469) [J]. arXiv preprint arXiv:2006.13469.

- Haoyi Wang, Victor Sanchez, Chang-Tsun Li .[Age-Oriented Face Synthesis with Conditional Discriminator Pool and Adversarial Triplet Loss](https://arxiv.org/pdf/2007.00792) [J]. arXiv preprint arXiv:2007.00792.

- Jianrong Wang, Xiaosheng Hu, Li Liu, Wei Liu, Mei Yu, Tianyi Xu .[Attention-based Residual Speech Portrait Model for Speech to Face Generation](https://arxiv.org/pdf/2007.04536) [J]. arXiv preprint arXiv:2007.04536.

- Tadas Baltrusaitis, Erroll Wood, Virginia Estellers, Charlie Hewitt, Sebastian Dziadzio, Marek Kowalski, Matthew Johnson, Thomas J. Cashman, Jamie Shotton .[A high fidelity synthetic face framework for computer vision](https://arxiv.org/pdf/2007.08364) [J]. arXiv preprint arXiv:2007.08364.

- Rajeev Yasarla, Vishal M Patel .[Learning to Restore a Single Face Image Degraded by Atmospheric Turbulence using CNNs](https://arxiv.org/pdf/2007.08404) [J]. arXiv preprint arXiv:2007.08404.

- Nan Zhuang, Cheng Yang .[Few-shot Knowledge Transfer for Fine-grained Cartoon Face Generation](https://arxiv.org/pdf/2007.13332) [J]. arXiv preprint arXiv:2007.13332.

- Anton Razzhigaev, Klim Kireev, Edgar Kaziakhmedov, Nurislam Tursynbek, Aleksandr Petiushko .[Black-Box Face Recovery from Identity Features](https://arxiv.org/pdf/2007.13635) [J]. arXiv preprint arXiv:2007.13635.

- Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, Matthias Nießner .[Face2Face: Real-time Face Capture and Reenactment of RGB Videos](https://arxiv.org/pdf/2007.14808) [J]. arXiv preprint arXiv:2007.14808.

- Xiaoming Li, Chaofeng Chen, Shangchen Zhou, Xianhui Lin, Wangmeng Zuo, Lei Zhang .[Blind Face Restoration via Deep Multi-scale Component Dictionaries](https://arxiv.org/pdf/2008.00418) [J]. arXiv preprint arXiv:2008.00418.

- Yanhui Guo, Xi Zhang, Xiaolin Wu .[Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos](https://arxiv.org/pdf/2008.01652) [J]. arXiv preprint arXiv:2008.01652.

- Sefik Emre Eskimez, You Zhang, Zhiyao Duan .[Speech Driven Talking Face Generation from a Single Image and an Emotion Condition](https://arxiv.org/pdf/2008.03592) [J]. arXiv preprint arXiv:2008.03592.

- Yuxiang Wei, Ming Liu, Haolin Wang, Ruifeng Zhu, Guosheng Hu, Wangmeng Zuo .[Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision](https://arxiv.org/pdf/2008.06843) [J]. arXiv preprint arXiv:2008.06843.

- Tianyang Shi (1), Zhengxia Zou (2), Yi Yuan (1), Changjie Fan (1) ((1) NetEase Fuxi AI Lab, (2) University of Michigan) .[Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation](https://arxiv.org/pdf/2008.07132) [J]. arXiv preprint arXiv:2008.07132.

- Tianyang Shi (1), Zhengxia Zou (2), Xinhui Song (1), Zheng Song (1), Changjian Gu (1), Changjie Fan (1), Yi Yuan (1) ((1) NetEase Fuxi AI Lab, (2) University of Michigan) .[Neutral Face Game Character Auto-Creation via PokerFace-GAN](https://arxiv.org/pdf/2008.07154) [J]. arXiv preprint arXiv:2008.07154.

- Guangming Yao, Yi Yuan, Tianjia Shao, Kun Zhou .[Mesh Guided One-shot Face Reenactment using Graph Convolutional Networks](https://arxiv.org/pdf/2008.07783) [J]. arXiv preprint arXiv:2008.07783.

- Yu-Hui Lee, Shang-Hong Lai .[ByeGlassesGAN: Identity Preserving Eyeglasses Removal for Face Images](https://arxiv.org/pdf/2008.11042) [J]. arXiv preprint arXiv:2008.11042.

- Yuhang Li, Xuejin Chen, Binxin Yang, Zihan Chen, Zhihua Cheng, Zheng-Jun Zha .[DeepFacePencil: Creating Face Images from Freehand Sketches](https://arxiv.org/pdf/2008.13343) [J]. arXiv preprint arXiv:2008.13343.

- Partha Ghosh, Pravir Singh Gupta, Roy Uziel, Anurag Ranjan, Michael Black, Timo Bolkart .[GIF: Generative Interpretable Faces](https://arxiv.org/pdf/2009.00149) [J]. arXiv preprint arXiv:2009.00149.

- Nicky Bayat, Vahid Reza Khazaie, Yalda Mohsenzadeh .[Inverse mapping of face GANs](https://arxiv.org/pdf/2009.05671) [J]. arXiv preprint arXiv:2009.05671.

- Chaofeng Chen, Xiao Tan, Kwan-Yee K. Wong .[Face Sketch Synthesis with Style Transfer using Pyramid Column Feature](https://arxiv.org/pdf/2009.08679) [J]. arXiv preprint arXiv:2009.08679.

- Chaofeng Chen, Xiaoming Li, Lingbo Yang, Xianhui Lin, Lei Zhang, Kwan-Yee K. Wong .[Progressive Semantic-Aware Style Transformation for Blind Face Restoration](https://arxiv.org/pdf/2009.08709) [J]. arXiv preprint arXiv:2009.08709.

- Wolfgang Paier, Anna Hilsmann, Peter Eisert .[Neural Face Models for Example-Based Visual Speech Synthesis](https://arxiv.org/pdf/2009.10361) [J]. arXiv preprint arXiv:2009.10361.

- Shu Hu, Yuezun Li, Siwei Lyu .[Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights](https://arxiv.org/pdf/2009.11924) [J]. arXiv preprint arXiv:2009.11924.

- Lingbo Yang, Pan Wang, Zhanning Gao, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao .[Implicit Subspace Prior Learning for Dual-Blind Face Restoration](https://arxiv.org/pdf/2010.05508) [J]. arXiv preprint arXiv:2010.05508.

- Jiangning Zhang, Xianfang Zeng, Chao Xu, Jun Chen, Yong Liu, Yunliang Jiang .[APB2FaceV2: Real-Time Audio-Guided Multi-Face Reenactment](https://arxiv.org/pdf/2010.13017) [J]. arXiv preprint arXiv:2010.13017.

- Soumya Tripathy, Juho Kannala, Esa Rahtu .[FACEGAN: Facial Attribute Controllable rEenactment GAN](https://arxiv.org/pdf/2011.04439) [J]. arXiv preprint arXiv:2011.04439.

- Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu .[LandmarkGAN: Synthesizing Faces from Landmarks](https://arxiv.org/pdf/2011.00269) [J]. arXiv preprint arXiv:2011.00269.

- Yao Xiao, Yijun Zhao .[Enhance Gender and Identity Preservation in Face Aging Simulation for Infants and Toddlers](https://arxiv.org/pdf/2011.07431) [J]. arXiv preprint arXiv:2011.07431.

- Ravindra Yadav, Ashish Sardana, Vinay P Namboodiri, Rajesh M Hegde .[Stochastic Talking Face Generation Using Latent Distribution Matching](https://arxiv.org/pdf/2011.10727) [J]. arXiv preprint arXiv:2011.10727.

- Yan Yang, Md Zakir Hossain, Tom Gedeon, Shafin Rahman .[S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation](https://arxiv.org/pdf/2011.14785) [J]. arXiv preprint arXiv:2011.14785.

- Zheng Yuan, Jie Zhang, Shiguang Shan, Xilin Chen .[Attributes Aware Face Generation with Generative Adversarial Networks](https://arxiv.org/pdf/2012.01782) [J]. arXiv preprint arXiv:2012.01782.

- Zhizhong Huang, Shouzhen Chen, Junping Zhang, Hongming Shan .[PFA-GAN: Progressive Face Aging with Generative Adversarial Network](https://arxiv.org/pdf/2012.03459) [J]. arXiv preprint arXiv:2012.03459.

- Yu Yin, Joseph P. Robinson, Songyao Jiang, Yue Bai, Can Qin, Yun Fu .[SuperFront: From Low-resolution to High-resolution Frontal Face Synthesis](https://arxiv.org/pdf/2012.04111) [J]. arXiv preprint arXiv:2012.04111.

- Nataniel Ruiz, Barry-John Theobald, Anurag Ranjan, Ahmed Hussein Abdelaziz, Nicholas Apostoloff .[MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias](https://arxiv.org/pdf/2012.05225) [J]. arXiv preprint arXiv:2012.05225.



### 2021

- Xintao Wang, Yu Li, Honglun Zhang, Ying Shan .[Towards Real-World Blind Face Restoration with Generative Facial Prior](https://arxiv.org/pdf/2101.04061) [J]. arXiv preprint arXiv:2101.04061.

- Jiangke Lin, Yi Yuan, Zhengxia Zou .[MeInGame: Create a Game Character Face from a Single Portrait](https://arxiv.org/pdf/2102.02371) [J]. arXiv preprint arXiv:2102.02371.

- Guangming Yao, Yi Yuan, Tianjia Shao, Shuang Li, Shanqi Liu, Yong Liu, Mengmeng Wang, Kun Zhou .[One-shot Face Reenactment Using Appearance Adaptive Normalization](https://arxiv.org/pdf/2102.03984) [J]. arXiv preprint arXiv:2102.03984.

- Bing Li, Yuanlue Zhu, Yitong Wang, Chia-Wen Lin, Bernard Ghanem, Linlin Shen .[AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation](https://arxiv.org/pdf/2102.12593) [J]. arXiv preprint arXiv:2102.12593.

- Seogkyu Jeon, Pilhyeon Lee, Kibeom Hong, Hyeran Byun .[Continuous Face Aging Generative Adversarial Networks](https://arxiv.org/pdf/2102.13318) [J]. arXiv preprint arXiv:2102.13318.

- Andrew Hou, Ze Zhang, Michel Sarkis, Ning Bi, Yiying Tong, Xiaoming Liu .[Towards High Fidelity Face Relighting with Realistic Shadows](https://arxiv.org/pdf/2104.00825) [J]. arXiv preprint arXiv:2104.00825.

- Jin Liu, Peng Chen, Tao Liang, Zhaoxing Li, Cai Yu, Shuqiao Zou, Jiao Dai, Jizhong Han .[LI-Net: Large-Pose Identity-Preserving Face Reenactment Network](https://arxiv.org/pdf/2104.02850) [J]. arXiv preprint arXiv:2104.02850.

- Linsen Song, Wayne Wu, Chaoyou Fu, Chen Qian, Chen Change Loy, Ran He .[Everything's Talkin': Pareidolia Face Reenactment](https://arxiv.org/pdf/2104.03061) [J]. arXiv preprint arXiv:2104.03061.

- Xing Di, Vishal M. Patel .[Multimodal Face Synthesis from Visual Attributes](https://arxiv.org/pdf/2104.04362) [J]. arXiv preprint arXiv:2104.04362.

- Marcel C. Bühler (1), Abhimitra Meka (2), Gengyan Li (1 and 2), Thabo Beeler (2), Otmar Hilliges (1) ((1) ETH Zurich, (2) Google) .[VariTex: Variational Neural Face Textures](https://arxiv.org/pdf/2104.05988) [J]. arXiv preprint arXiv:2104.05988.

- Weihao Xia, Yujiu Yang, Jing-Hao Xue, Baoyuan Wu .[Towards Open-World Text-Guided Face Image Generation and Manipulation](https://arxiv.org/pdf/2104.08910) [J]. arXiv preprint arXiv:2104.08910.

- Hang Zhou, Yasheng Sun, Wayne Wu, Chen Change Loy, Xiaogang Wang, Ziwei Liu .[Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation](https://arxiv.org/pdf/2104.11116) [J]. arXiv preprint arXiv:2104.11116.

- KS Krishnapriya, Michael C. King, Kevin W. Bowyer .[Analysis of Manual and Automated Skin Tone Assignments for Face Recognition Applications](https://arxiv.org/pdf/2104.14685) [J]. arXiv preprint arXiv:2104.14685.

- Tao Yang (1), Peiran Ren (1), Xuansong Xie (1), Lei Zhang (1 and 2) ((1) DAMO Academy, Alibaba Group, (2) Department of Computing, The Hong Kong Polytechnic University) .[GAN Prior Embedded Network for Blind Face Restoration in the Wild](https://arxiv.org/pdf/2105.06070) [J]. arXiv preprint arXiv:2105.06070.

- Rajeev Yasarla, Hamid Reza Vaezi Joze, Vishal M Patel .[Network Architecture Search for Face Enhancement](https://arxiv.org/pdf/2105.06528) [J]. arXiv preprint arXiv:2105.06528.

- Xiaoguang Tu, Jian Zhao, Qiankun Liu, Wenjie Ai, Guodong Guo, Zhifeng Li, Wei Liu, Jiashi Feng .[Joint Face Image Restoration and Frontalization for Recognition](https://arxiv.org/pdf/2105.09907) [J]. arXiv preprint arXiv:2105.09907.

- Laurent Colbois, Tiago de Freitas Pereira, Sébastien Marcel .[On the use of automatically generated synthetic image datasets for benchmarking face recognition](https://arxiv.org/pdf/2106.04215) [J]. arXiv preprint arXiv:2106.04215.

- Federica Lago, Cecilia Pasquini, Rainer Böhme, Hélène Dumont, Valérie Goffaux, Giulia Boato .[More Real than Real: A Study on Human Visual Perception of Synthetic Faces](https://arxiv.org/pdf/2106.07226) [J]. arXiv preprint arXiv:2106.07226.

- Catherine Ordun, Edward Raff, Sanjay Purushotham .[Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary Labels](https://arxiv.org/pdf/2106.08091) [J]. arXiv preprint arXiv:2106.08091.

- Hao Tang, Nicu Sebe .[Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes](https://arxiv.org/pdf/2106.10876) [J]. arXiv preprint arXiv:2106.10876.

- Jihye Back .[Fine-Tuning StyleGAN2 For Cartoon Face Generation](https://arxiv.org/pdf/2106.12445) [J]. arXiv preprint arXiv:2106.12445.

- Xingqun Qi, Muyi Sun, Weining Wang, Xiaoxiao Dong, Qi Li, Caifeng Shan .[Face Sketch Synthesis via Semantic-Driven Generative Adversarial Network](https://arxiv.org/pdf/2106.15121) [J]. arXiv preprint arXiv:2106.15121.

- Xi Zhang, Xiaolin Wu .[Multi-modality Deep Restoration of Extremely Compressed Face Videos](https://arxiv.org/pdf/2107.05548) [J]. arXiv preprint arXiv:2107.05548.

- Hao Liang, Lulan Yu, Guikang Xu, Bhiksha Raj, Rita Singh .[Controlled AutoEncoders to Generate Faces from Voices](https://arxiv.org/pdf/2107.07988) [J]. arXiv preprint arXiv:2107.07988.

- Xing Di, Shuowen Hu, Vishal M. Patel .[Heterogeneous Face Frontalization via Domain Agnostic Learning](https://arxiv.org/pdf/2107.08311) [J]. arXiv preprint arXiv:2107.08311.

- Sen He, Wentong Liao, Michael Ying Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang .[Disentangled Lifespan Face Synthesis](https://arxiv.org/pdf/2108.02874) [J]. arXiv preprint arXiv:2108.02874.

- Junke Wang, Shaoxiang Chen, Zuxuan Wu, Yu-Gang Jiang .[FT-TDR: Frequency-guided Transformer and Top-Down Refinement Network for Blind Face Inpainting](https://arxiv.org/pdf/2108.04424) [J]. arXiv preprint arXiv:2108.04424.

- Chenxu Zhang, Yifan Zhao, Yifei Huang, Ming Zeng, Saifeng Ni, Madhukar Budagavi, Xiaohu Guo .[FACIAL: Synthesizing Dynamic Talking Face with Implicit Attribute Learning](https://arxiv.org/pdf/2108.07938) [J]. arXiv preprint arXiv:2108.07938.

- Xiao Cui, Wengang Zhou, Yang Hu, Weilun Wang, Houqiang Li .[Heredity-aware Child Face Image Generation with Latent Space Disentanglement](https://arxiv.org/pdf/2108.11080) [J]. arXiv preprint arXiv:2108.11080.

- Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu .[Eyes Tell All: Irregular Pupil Shapes Reveal GAN-generated Faces](https://arxiv.org/pdf/2109.00162) [J]. arXiv preprint arXiv:2109.00162.

- Ruiqi Zhao, Tianyi Wu, Guodong Guo .[Sparse to Dense Motion Transfer for Face Image Animation](https://arxiv.org/pdf/2109.00471) [J]. arXiv preprint arXiv:2109.00471.

- Wenqi Yang, Zhenfang Chen, Chaofeng Chen, Guanying Chen, Kwan-Yee K. Wong .[Deep Face Video Inpainting via UV Mapping](https://arxiv.org/pdf/2109.00681) [J]. arXiv preprint arXiv:2109.00681.

- Tudor Mare, Georgian Duta, Mariana-Iuliana Georgescu, Adrian Sandru, Bogdan Alexe, Marius Popescu, Radu Tudor Ionescu .[A realistic approach to generate masked faces applied on two novel masked face recognition data sets](https://arxiv.org/pdf/2109.01745) [J]. arXiv preprint arXiv:2109.01745.

- Tong Sha, Wei Zhang, Tong Shen, Zhoujun Li, Tao Mei .[Deep Person Generation: A Survey from the Perspective of Face, Pose and Cloth Synthesis](https://arxiv.org/pdf/2109.02081) [J]. arXiv preprint arXiv:2109.02081.

- Jia Li, Huaibo Huang, Xiaofei Jia, Ran He .[Universal Face Restoration With Memorized Modulation](https://arxiv.org/pdf/2110.01033) [J]. arXiv preprint arXiv:2110.01033.

- Nazmul Karim, Umar Khalid, Nick Meeker, Sarinda Samarasinghe .[Adversarial Training for Face Recognition Systems using Contrastive Adversarial Learning and Triplet Loss Fine-tuning](https://arxiv.org/pdf/2110.04459) [J]. arXiv preprint arXiv:2110.04459.

- Haichao Zhang, Youcheng Ben, Weixi Zhang, Tao Chen, Gang Yu, Bin Fu .[Fine-grained Identity Preserving Landmark Synthesis for Face Reenactment](https://arxiv.org/pdf/2110.04708) [J]. arXiv preprint arXiv:2110.04708.

- Qingyan Bai, Weihao Xia, Fei Yin, Yujiu Yang .[Identity-Guided Face Generation with Multi-modal Contour Conditions](https://arxiv.org/pdf/2110.04854) [J]. arXiv preprint arXiv:2110.04854.

- Zhuowen Yuan, Sheng Li, Xinpeng Zhang, Zhenxin Qian, Alex Kot .[On Generating Identifiable Virtual Faces](https://arxiv.org/pdf/2110.07986) [J]. arXiv preprint arXiv:2110.07986.

- Anchit Gupta, Faizan Farooq Khan, Rudrabha Mukhopadhyay, Vinay P. Namboodiri, C. V. Jawahar .[Intelligent Video Editing: Incorporating Modern Talking Face Generation Algorithms in a Video Editor](https://arxiv.org/pdf/2110.08580) [J]. arXiv preprint arXiv:2110.08580.

- Ricard Durall, Jireh Jam, Dominik Strassel, Moi Hoon Yap, Janis Keuper .[FacialGAN: Style Transfer and Attribute Manipulation on Synthetic Faces](https://arxiv.org/pdf/2110.09425) [J]. arXiv preprint arXiv:2110.09425.

- Seyma Yucer, Furkan Tektas, Noura Al Moubayed, Toby P. Breckon .[Measuring Hidden Bias within Face Recognition via Racial Phenotypes](https://arxiv.org/pdf/2110.09839) [J]. arXiv preprint arXiv:2110.09839.

- Rahul Dey, Vishnu Boddeti .[3DFaceFill: An Analysis-By-Synthesis Approach to Face Completion](https://arxiv.org/pdf/2110.10395) [J]. arXiv preprint arXiv:2110.10395.

- Mingcong Liu, Qiang Li, Zekui Qin, Guoxin Zhang, Pengfei Wan, Wen Zheng .[BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation](https://arxiv.org/pdf/2110.11728) [J]. arXiv preprint arXiv:2110.11728.

- Haozhe Wu, Jia Jia, Haoyu Wang, Yishun Dou, Chao Duan, Qingshan Deng .[Imitating Arbitrary Talking Style for Realistic Audio-DrivenTalking Face Synthesis](https://arxiv.org/pdf/2111.00203) [J]. arXiv preprint arXiv:2111.00203.

- Kelsey O'Haire, Sobhan Soleymani, Baaria Chaudhary, Poorya Aghdaie, Jeremy Dawson, Nasser M. Nasrabadi .[Adversarially Perturbed Wavelet-based Morphed Face Generation](https://arxiv.org/pdf/2111.01965) [J]. arXiv preprint arXiv:2111.01965.

- Qiulin Wang, Lu Zhang, Bo Li .[SAFA: Structure Aware Face Animation](https://arxiv.org/pdf/2111.04928) [J]. arXiv preprint arXiv:2111.04928.

- Wei-Sheng Lai, YiChang Shih, Chia-Kai Liang, Ming-Hsuan Yang .[Correcting Face Distortion in Wide-Angle Videos](https://arxiv.org/pdf/2111.09950) [J]. arXiv preprint arXiv:2111.09950.

- Lin Nie, Lingbo Liu, Zhengtao Wu, Wenxiong Kang .[Unconstrained Face Sketch Synthesis via Perception-Adaptive Network and A New Benchmark](https://arxiv.org/pdf/2112.01019) [J]. arXiv preprint arXiv:2112.01019.

- Suzhen Wang, Lincheng Li, Yu Ding, Xin Yu .[One-shot Talking Face Generation from Single-speaker Audio-Visual Correlation Learning](https://arxiv.org/pdf/2112.02749) [J]. arXiv preprint arXiv:2112.02749.

- Marcel Grimmer, Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja, Christoph Busch .[Generation of Non-Deterministic Synthetic Face Datasets Guided by Identity Priors](https://arxiv.org/pdf/2112.03632) [J]. arXiv preprint arXiv:2112.03632.

- Xin Ma, Xiaoqiang Zhou, Huaibo Huang, Gengyun Jia, Zhenhua Chai, Xiaolin Wei .[Contrastive Attention Network with Dense Field Estimation for Face Completion](https://arxiv.org/pdf/2112.10310) [J]. arXiv preprint arXiv:2112.10310.

- Min Jin Chong, David Forsyth .[JoJoGAN: One Shot Face Stylization](https://arxiv.org/pdf/2112.11641) [J]. arXiv preprint arXiv:2112.11641.

- Meng-Tzu Chiu, Hsun-Ying Cheng, Chien-Yi Wang, Shang-Hong Lai .[High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth Estimation and Mask-Guided Attention Network](https://arxiv.org/pdf/2112.11713) [J]. arXiv preprint arXiv:2112.11713.

- Chih-Ting Liu, Chien-Yi Wang, Shao-Yi Chien, Shang-Hong Lai .[FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition](https://arxiv.org/pdf/2112.12496) [J]. arXiv preprint arXiv:2112.12496.



### 2022

- Shunyu Yao, RuiZhe Zhong, Yichao Yan, Guangtao Zhai, Xiaokang Yang .[DFA-NeRF: Personalized Talking Head Generation via Disentangled Face Attributes Neural Rendering](https://arxiv.org/pdf/2201.00791) [J]. arXiv preprint arXiv:2201.00791.

- Xingqun Qi, Muyi Sun, Qi Li, Caifeng Shan .[Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network with Graph Representation Learning](https://arxiv.org/pdf/2201.01592) [J]. arXiv preprint arXiv:2201.01592.

- Jash Dalvi, Sanket Bafna, Devansh Bagaria, Shyamal Virnodkar .[A Survey on Face Recognition Systems](https://arxiv.org/pdf/2201.02991) [J]. arXiv preprint arXiv:2201.02991.

- Zipeng Ye, Mengfei Xia, Ran Yi, Juyong Zhang, Yu-Kun Lai, Xuwei Huang, Guoxin Zhang, Yong-jin Liu .[Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels](https://arxiv.org/pdf/2201.05986) [J]. arXiv preprint arXiv:2201.05986.

- Zhouxia Wang, Jiawei Zhang, Runjian Chen, Wenping Wang, Ping Luo .[RestoreFormer: High-Quality Blind Face Restoration From Undegraded Key-Value Pairs](https://arxiv.org/pdf/2201.06374) [J]. arXiv preprint arXiv:2201.06374.

- Stella Bounareli, Vasileios Argyriou, Georgios Tzimiropoulos .[Finding Directions in GAN's Latent Space for Neural Face Reenactment](https://arxiv.org/pdf/2202.00046) [J]. arXiv preprint arXiv:2202.00046.

- Takuya Yashima, Takuya Narihira, Tamaki Kojima .[Thinking the Fusion Strategy of Multi-reference Face Reenactment](https://arxiv.org/pdf/2202.10758) [J]. arXiv preprint arXiv:2202.10758.

- Yanhui Guo, Fangzhou Luo, Xiaolin Wu .[Semantic-Aware Latent Space Exploration for Face Image Restoration](https://arxiv.org/pdf/2203.03005) [J]. arXiv preprint arXiv:2203.03005.

- Ganglai Wang, Peng Zhang, Lei Xie, Wei Huang, Yufei Zha .[Attention-Based Lip Audio-Visual Synthesis for Talking Face Generation in the Wild](https://arxiv.org/pdf/2203.03984) [J]. arXiv preprint arXiv:2203.03984.

- Fei Yin, Yong Zhang, Xiaodong Cun, Mingdeng Cao, Yanbo Fan, Xuan Wang, Qingyan Bai, Baoyuan Wu, Jue Wang, Yujiu Yang .[StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN](https://arxiv.org/pdf/2203.04036) [J]. arXiv preprint arXiv:2203.04036.

- Zanwei Zhou, Zi Wang, Shunyu Yao, Yichao Yan, Chen Yang, Guangtao Zhai, Junchi Yan, Xiaokang Yang .[DialogueNeRF: Towards Realistic Avatar Face-to-face Conversation Video Generation](https://arxiv.org/pdf/2203.07931) [J]. arXiv preprint arXiv:2203.07931.

- Yinhuai Wang, Yujie Hu, Jian Zhang .[Panini-Net: GAN Prior Based Degradation-Aware Feature Interpolation for Face Restoration](https://arxiv.org/pdf/2203.08444) [J]. arXiv preprint arXiv:2203.08444.

- Maxime Oquab, Daniel Haziza, Ludovic Schwartz, Tao Xu, Katayoun Zand, Rui Wang, Peirong Liu, Camille Couprie .[Efficient conditioned face animation using frontally-viewed embedding](https://arxiv.org/pdf/2203.08765) [J]. arXiv preprint arXiv:2203.08765.

- Jianxin Sun, Qiyao Deng, Qi Li, Muyi Sun, Min Ren, Zhenan Sun .[AnyFace: Free-style Text-to-Face Synthesis and Manipulation](https://arxiv.org/pdf/2203.15334) [J]. arXiv preprint arXiv:2203.15334.

- Andrew Hou, Michel Sarkis, Ning Bi, Yiying Tong, Xiaoming Liu .[Face Relighting with Geometrically Consistent Shadows](https://arxiv.org/pdf/2203.16681) [J]. arXiv preprint arXiv:2203.16681.

- Zhiqi Kang, Mostafa Sadeghi, Radu Horaud, Xavier Alameda-Pineda .[Expression-preserving face frontalization improves visually assisted speech processing](https://arxiv.org/pdf/2204.02810) [J]. arXiv preprint arXiv:2204.02810.

- Zhuojie Wu, Xingqun Qi, Zijian Wang, Wanting Zhou, Kun Yuan, Muyi Sun, Zhenan Sun .[ShowFace: Coordinated Face Inpainting with Memory-Disentangled Refinement Networks](https://arxiv.org/pdf/2204.02824) [J]. arXiv preprint arXiv:2204.02824.

- Zipeng Ye, Zhiyao Sun, Yu-Hui Wen, Yanan Sun, Tian Lv, Ran Yi, Yong-Jin Liu .[Dynamic Neural Textures: Generating Talking-Face Videos with Continuously Controllable Expressions](https://arxiv.org/pdf/2204.06180) [J]. arXiv preprint arXiv:2204.06180.

- Mohamed Shawky Sabae, Mohamed Ahmed Dardir, Remonda Talaat Eskarous, Mohamed Ramzy Ebbed .[StyleT2F: Generating Human Faces from Textual Description Using StyleGAN2](https://arxiv.org/pdf/2204.07924) [J]. arXiv preprint arXiv:2204.07924.

- Chang-Hwan Son, Da-Hee Jeong .[Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning](https://arxiv.org/pdf/2204.08307) [J]. arXiv preprint arXiv:2204.08307.

- Yuzhi Zhao, Lai-Man Po, Xuehui Wang, Qiong Yan, Wei Shen, Yujia Zhang, Wei Liu, Chun-Kit Wong, Chiu-Sing Pang, Weifeng Ou, Wing-Yin Yu, Buhua Liu .[ChildPredictor: A Child Face Prediction Framework with Disentangled Learning](https://arxiv.org/pdf/2204.09962) [J]. arXiv preprint arXiv:2204.09962.

- Anni Tang, Yan Huang, Jun Ling, Zhiyu Zhang, Yiwei Zhang, Rong Xie, Li Song .[Generative Compression for Face Video: A Hybrid Scheme](https://arxiv.org/pdf/2204.10055) [J]. arXiv preprint arXiv:2204.10055.

- Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Thomas Kiderle, Valentin Kroner, Lama Diab, Elisabeth André .[Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks](https://arxiv.org/pdf/2204.12237) [J]. arXiv preprint arXiv:2204.12237.

- Sanjana Sinha, Sandika Biswas, Ravindra Yadav, Brojeshwar Bhowmick .[Emotion-Controllable Generalized Talking Face Generation](https://arxiv.org/pdf/2205.01155) [J]. arXiv preprint arXiv:2205.01155.

- 【Dataset】Kenny T. R. Voo, Liming Jiang, Chen Change Loy .[Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets](https://arxiv.org/pdf/2205.06218) [J]. arXiv preprint arXiv:2205.06218.

- Hyoung-Kyu Song, Sang Hoon Woo, Junhyeok Lee, Seungmin Yang, Hyunjae Cho, Youseong Lee, Dongho Choi, Kang-wook Kim .[Talking Face Generation with Multilingual TTS](https://arxiv.org/pdf/2205.06421) [J]. arXiv preprint arXiv:2205.06421.

- Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu .[Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces](https://arxiv.org/pdf/2205.06680) [J]. arXiv preprint arXiv:2205.06680.

- Yuchao Gu, Xintao Wang, Liangbin Xie, Chao Dong, Gen Li, Ying Shan, Ming-Ming Cheng .[VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder](https://arxiv.org/pdf/2205.06803) [J]. arXiv preprint arXiv:2205.06803.

- Seungkwon Kim, Chaeheon Gwak, Dohyun Kim, Kwangho Lee, Jihye Back, Namhyuk Ahn, Daesik Kim .[Cross-Domain Style Mixing for Face Cartoonization](https://arxiv.org/pdf/2205.12450) [J]. arXiv preprint arXiv:2205.12450.

- D. M. A. Ayanthi, Sarasi Munasinghe .[Text-to-Face Generation with StyleGAN2](https://arxiv.org/pdf/2205.12512) [J]. arXiv preprint arXiv:2205.12512.

- Wonjun Kang, Geonsu Lee, Hyung Il Koo, Nam Ik Cho .[One-Shot Face Reenactment on Megapixels](https://arxiv.org/pdf/2205.13368) [J]. arXiv preprint arXiv:2205.13368.

- Kai Hu, Yu Liu, Renhe Liu, Wei Lu, Gang Yu, Bin Fu .[Enhancing Quality of Pose-varied Face Restoration with Local Weak Feature Sensing and GAN Prior](https://arxiv.org/pdf/2205.14377) [J]. arXiv preprint arXiv:2205.14377.

- 【Dataset】Puyang Zhang, Kaihao Zhang, Wenhan Luo, Changsheng Li, Guoren Wang .[Blind Face Restoration: Benchmark Datasets and a Baseline Model](https://arxiv.org/pdf/2206.03697) [J]. arXiv preprint arXiv:2206.03697.

- Xingbo Dong, Zhihui Miao, Lan Ma, Jiajun Shen, Zhe Jin, Zhenhua Guo, Andrew Beng Jin Teoh .[Reconstruct Face from Features Using GAN Generator as a Distribution Constraint](https://arxiv.org/pdf/2206.04295) [J]. arXiv preprint arXiv:2206.04295.

- Faezeh Gholamrezaie, Mohammad Manthouri .[cycle text2face: cycle text-to-face gan via transformers](https://arxiv.org/pdf/2206.04503) [J]. arXiv preprint arXiv:2206.04503.

- Ziming Yang, Jian Liang, Chaoyou Fu, Mandi Luo, Xiao-Yu Zhang .[Heterogeneous Face Recognition via Face Synthesis with Identity-Attribute Disentanglement](https://arxiv.org/pdf/2206.04854) [J]. arXiv preprint arXiv:2206.04854.

- Shangchen Zhou, Kelvin C.K. Chan, Chongyi Li, Chen Change Loy .[Towards Robust Blind Face Restoration with Codebook Lookup Transformer](https://arxiv.org/pdf/2206.11253) [J]. arXiv preprint arXiv:2206.11253.

- Yanjiang Yu, Puyang Zhang, Kaihao Zhang, Wenhan Luo, Changsheng Li, Ye Yuan, Guoren Wang .[Multi-Prior Learning via Neural Architecture Search for Blind Face Restoration](https://arxiv.org/pdf/2206.13962) [J]. arXiv preprint arXiv:2206.13962.

- Zhou Kangneng, Zhu Xiaobin, Gao Daiheng, Lee Kai, Li Xinjie, Yin Xu-Cheng .[SD-GAN: Semantic Decomposition for Face Image Synthesis with Discrete Attribute](https://arxiv.org/pdf/2207.05300) [J]. arXiv preprint arXiv:2207.05300.

- Zhihua Cheng, Xuejin Chen .[Effect of Instance Normalization on Fine-Grained Control for Sketch-Based Face Image Generation](https://arxiv.org/pdf/2207.08072) [J]. arXiv preprint arXiv:2207.08072.

- Aijin Li, Gen Li, Lei Sun, Xintao Wang .[FaceFormer: Scale-aware Blind Face Restoration with Transformers](https://arxiv.org/pdf/2207.09790) [J]. arXiv preprint arXiv:2207.09790.

- Feng Liu, Minchul Kim, Anil Jain, Xiaoming Liu .[Controllable and Guided Face Synthesis for Unconstrained Face Recognition](https://arxiv.org/pdf/2207.10180) [J]. arXiv preprint arXiv:2207.10180.

- Xin Jin, Shu Zhao, Le Zhang, Xin Zhao, Qiang Deng, Chaoen Xiao .[Attribute Controllable Beautiful Caucasian Face Generation by Aesthetics Driven Reinforcement Learning](https://arxiv.org/pdf/2208.04517) [J]. arXiv preprint arXiv:2208.04517.

- Tiankai Hang, Huan Yang, Bei Liu, Jianlong Fu, Xin Geng, Baining Guo .[Language-Guided Face Animation by Recurrent StyleGAN-based Generator](https://arxiv.org/pdf/2208.05617) [J]. arXiv preprint arXiv:2208.05617.

- Jia Guo, Jinke Yu, Alexandros Lattas, Jiankang Deng .[Perspective Reconstruction of Human Faces by Joint Mesh and Landmark Regression](https://arxiv.org/pdf/2208.07142) [J]. arXiv preprint arXiv:2208.07142.

- Haonan Qiu, Yuming Jiang, Hang Zhou, Wayne Wu, Ziwei Liu .[StyleFaceV: Face Video Generation via Decomposing and Recomposing Pretrained StyleGAN3](https://arxiv.org/pdf/2208.07862) [J]. arXiv preprint arXiv:2208.07862.

- Aidan Boyd, Patrick Tinsley, Kevin Bowyer, Adam Czajka .[The Value of AI Guidance in Human Examination of Synthetically-Generated Faces](https://arxiv.org/pdf/2208.10544) [J]. arXiv preprint arXiv:2208.10544.

- Jun Ling, Xu Tan, Liyang Chen, Runnan Li, Yuchao Zhang, Sheng Zhao, Li Song .[StableFace: Analyzing and Improving Motion Stability for Talking Face Generation](https://arxiv.org/pdf/2208.13717) [J]. arXiv preprint arXiv:2208.13717.

- Zesong Qiu, Yuwei Li, Dongming He, Qixuan Zhang, Longwen Zhang, Yinghao Zhang, Jingya Wang, Lan Xu, Xudong Wang, Yuyao Zhang, Jingyi Yu .[SCULPTOR: Skeleton-Consistent Face Creation Using a Learned Parametric Generator](https://arxiv.org/pdf/2209.06423) [J]. arXiv preprint arXiv:2209.06423.

- Nithin Gopalakrishnan Nair, Vishal M. Patel .[T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models](https://arxiv.org/pdf/2209.08814) [J]. arXiv preprint arXiv:2209.08814.

- Md Imran Hosen, Md Baharul Islam .[Masked Face Inpainting Through Residual Attention UNet](https://arxiv.org/pdf/2209.08850) [J]. arXiv preprint arXiv:2209.08850.

- Bohan Zeng, Boyu Liu, Hong Li, Xuhui Liu, Jianzhuang Liu, Dapeng Chen, Wei Peng, Baochang Zhang .[FNeVR: Neural Volume Rendering for Face Animation](https://arxiv.org/pdf/2209.10340) [J]. arXiv preprint arXiv:2209.10340.

- Stella Bounareli, Christos Tzelepis, Vasileios Argyriou, Ioannis Patras, Georgios Tzimiropoulos .[StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment](https://arxiv.org/pdf/2209.13375) [J]. arXiv preprint arXiv:2209.13375.

- Hao Wang, Guosheng Lin, Ana García del Molino, Anran Wang, Zehuan Yuan, Chunyan Miao, Jiashi Feng .[ManiCLIP: Multi-Attribute Face Manipulation from Text](https://arxiv.org/pdf/2210.00445) [J]. arXiv preprint arXiv:2210.00445.

- Ali Borji .[Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2](https://arxiv.org/pdf/2210.00586) [J]. arXiv preprint arXiv:2210.00586.

- Madhav Agarwal, Rudrabha Mukhopadhyay, Vinay Namboodiri, C V Jawahar .[Audio-Visual Face Reenactment](https://arxiv.org/pdf/2210.02755) [J]. arXiv preprint arXiv:2210.02755.

- Chirag Raman, Charlie Hewitt, Erroll Wood, Tadas Baltrusaitis .[Mesh-Tension Driven Expression-Based Wrinkles for Synthetic Faces](https://arxiv.org/pdf/2210.03529) [J]. arXiv preprint arXiv:2210.03529.

- Viraj Shah, Svetlana Lazebnik .[MultiStyleGAN: Multiple One-shot Face Stylizations using a Single GAN](https://arxiv.org/pdf/2210.04120) [J]. arXiv preprint arXiv:2210.04120.

- Peiye Zhuang, Liqian Ma, Oluwasanmi Koyejo, Alexander G. Schwing .[Controllable Radiance Fields for Dynamic Face Synthesis](https://arxiv.org/pdf/2210.05825) [J]. arXiv preprint arXiv:2210.05825.

- Eric Ming Chen, Jin Sun, Apoorv Khandelwal, Dani Lischinski, Noah Snavely, Hadar Averbuch-Elor .[What's in a Decade? Transforming Faces Through Time](https://arxiv.org/pdf/2210.06642) [J]. arXiv preprint arXiv:2210.06642.

- Xiaoming Li, Shiguang Zhang, Shangchen Zhou, Lei Zhang, Wangmeng Zuo .[Learning Dual Memory Dictionaries for Blind Face Restoration](https://arxiv.org/pdf/2210.08160) [J]. arXiv preprint arXiv:2210.08160.

- Zhizhong Huang, Junping Zhang, Hongming Shan .[When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and A New Benchmark](https://arxiv.org/pdf/2210.09835) [J]. arXiv preprint arXiv:2210.09835.

- Se Jin Park, Minsu Kim, Joanna Hong, Jeongsoo Choi, Yong Man Ro .[SyncTalkFace: Talking Face Generation with Precise Lip-Syncing via Audio-Lip Memory](https://arxiv.org/pdf/2211.00924) [J]. arXiv preprint arXiv:2211.00924.

- Tao Wang, Kaihao Zhang, Xuanxi Chen, Wenhan Luo, Jiankang Deng, Tong Lu, Xiaochun Cao, Wei Liu, Hongdong Li, Stefanos Zafeiriou .[A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal](https://arxiv.org/pdf/2211.02831) [J]. arXiv preprint arXiv:2211.02831.

- Hazem Zein, Samer Chantaf, Régis Fournier, Amine Nait-Ali .[Generative Adversarial Networks for anonymous Acneic face dataset generation](https://arxiv.org/pdf/2211.04214) [J]. arXiv preprint arXiv:2211.04214.

- Frank Yu, Sid Fels, Helge Rhodin .[Scaling Neural Face Synthesis to High FPS and Low Latency by Neural Caching](https://arxiv.org/pdf/2211.05773) [J]. arXiv preprint arXiv:2211.05773.

- Heng Yu, Koichiro Niinuma, Laszlo A. Jeni .[CoNFies: Controllable Neural Face Avatars](https://arxiv.org/pdf/2211.08610) [J]. arXiv preprint arXiv:2211.08610.

- Yunfan Liu, Qi Li, Zhenan Sun, Tieniu Tan .[Semantic-aware One-shot Face Re-enactment with Dense Correspondence Estimation](https://arxiv.org/pdf/2211.12674) [J]. arXiv preprint arXiv:2211.12674.

- Binxin Yang, Xuejin Chen, Chaoqun Wang, Chi Zhang, Zihan Chen, Xiaoyan Sun .[Semantics-Preserving Sketch Embedding for Face Generation](https://arxiv.org/pdf/2211.13015) [J]. arXiv preprint arXiv:2211.13015.

- Zhaoying Pan, Jinge Ma .[Face Animation with Multiple Source Images](https://arxiv.org/pdf/2212.00256) [J]. arXiv preprint arXiv:2212.00256.

- Anni Tang, Tianyu He, Xu Tan, Jun Ling, Runnan Li, Sheng Zhao, Li Song, Jiang Bian .[Memories are One-to-Many Mapping Alleviators in Talking Face Generation](https://arxiv.org/pdf/2212.05005) [J]. arXiv preprint arXiv:2212.05005.

- Zongsheng Yue, Chen Change Loy .[DifFace: Blind Face Restoration with Diffused Error Contraction](https://arxiv.org/pdf/2212.06512) [J]. arXiv preprint arXiv:2212.06512.

- Andrew Melnik, Maksim Miasayedzenkau, Dzianis Makarovets, Dzianis Pirshtuk, Eren Akbulut, Dennis Holzmann, Tarek Renusch, Gustav Reichert, Helge Ritter .[Face Generation and Editing with StyleGAN: A Survey](https://arxiv.org/pdf/2212.09102) [J]. arXiv preprint arXiv:2212.09102.



### 2023 



---

## Face Transfer && Face Editing

- Long Zhao, Fangda Han, Mubbasir Kapadia, Vladimir Pavlovic, Dimitris Metaxas .[Sketch-based Face Editing in Video Using Identity Deformation Transfer](https://arxiv.org/pdf/1703.08738) .[J] arXiv preprint arXiv:1703.08738.

- Runze Xu, Zhiming Zhou, Weinan Zhang, Yong Yu .[Face Transfer with Generative Adversarial Network](https://arxiv.org/pdf/1710.06090) .[J] arXiv preprint arXiv:1710.06090.

- Taihong Xiao, Jiapeng Hong, Jinwen Ma .[ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple  Face Attributes](https://arxiv.org/pdf/1803.10562) .[J] arXiv preprint arXiv:1803.10562.

- Wayne Wu, Yunxuan Zhang, Cheng Li, Chen Qian, Chen Change Loy .[ReenactGAN: Learning to Reenact Faces via Boundary Transfer](https://arxiv.org/pdf/1807.11079) .[J] arXiv preprint arXiv:1807.11079.

- Hang Chu, Daiqing Li, Sanja Fidler .[A Face-to-Face Neural Conversation Model](https://arxiv.org/pdf/1812.01525) .[J] arXiv preprint arXiv:1812.01525.

- WenTing Chen, Xinpeng Xie, Xi Jia, Linlin Shen .[Texture Deformation Based Generative Adversarial Networks for Face Editing](https://arxiv.org/pdf/1812.09832) .[J] arXiv preprint arXiv:1812.09832.

- Matteo Fabbri, Guido Borghi, Fabio Lanzi, Roberto Vezzani, Simone Calderara, Rita Cucchiara .[Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face](https://arxiv.org/pdf/1901.08101) .[J] arXiv preprint arXiv:1901.08101.

- Yuezun Li, Siwei Lyu .[De-identification without losing faces](https://arxiv.org/pdf/1902.04202) .[J] arXiv preprint arXiv:1902.04202.

- Zhenglin Geng, Chen Cao, Sergey Tulyakov .[3D Guided Fine-Grained Face Manipulation](https://arxiv.org/pdf/1902.08900) .[J] arXiv preprint arXiv:1902.08900.

- Youngjoo Jo, Jongyoul Park .[SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color](https://arxiv.org/pdf/1902.06838) .[J] arXiv preprint arXiv:1902.06838.

- Jizhe Zhou, Chi-Man Pun, YingYu Wang .[Personal Privacy Filtering via Face Pixelation in Live Video Streaming](https://arxiv.org/pdf/1903.10836) .[J] arXiv preprint arXiv:1903.10836.

- Chaoyou Fu, Yibo Hu, Xiang Wu, Guoli Wang, Qian Zhang, Ran He .[High Fidelity Face Manipulation with Extreme Pose and Expression](https://arxiv.org/pdf/1903.12003) .[J] arXiv preprint arXiv:1903.12003.

- Sen-Zhe Xu, Hao-Zhi Huang, Shi-Min Hu, Wei Liu .[FaceShapeGene: A Disentangled Shape Representation for Flexible Face Image Editing](https://arxiv.org/pdf/1905.01920) .[J] arXiv preprint arXiv:1905.01920.

- Yujun Shen, Jinjin Gu, Xiaoou Tang, Bolei Zhou .[Interpreting the Latent Space of GANs for Semantic Face Editing](https://arxiv.org/pdf/1907.10786) .[J] arXiv preprint arXiv:1907.10786.

- Defa Zhu, Si Liu, Wentao Jiang, Chen Gao, Tianyi Wu, Guodong Guo .[UGAN: Untraceable GAN for Multi-Domain Face Translation](https://arxiv.org/pdf/1907.11418) .[J] arXiv preprint arXiv:1907.11418.

- Shengju Qian, Kwan-Yee Lin, Wayne Wu, Yangxiaokang Liu, Quan Wang, Fumin Shen, Chen Qian, Ran He .[Make a Face: Towards Arbitrary High Fidelity Face Manipulation](https://arxiv.org/pdf/1908.07191) .[J] arXiv preprint arXiv:1908.07191.

- Zezhou Chen, Zhaoxiang Liu, Huan Hu, Jinqiang Bai, Shiguo Lian, Fuyuan Shi, Kai Wang .[A Realistic Face-to-Face Conversation System based on Deep Neural Networks](https://arxiv.org/pdf/1908.07750) .[J] arXiv preprint arXiv:1908.07750.

- Tianyang Shi (1), Yi Yuan (1), Changjie Fan (1), Zhengxia Zou (2), Zhenwei Shi (3), Yong Liu (4) ((1) NetEase Fuxi AI Lab, (2) University of Michigan, (3) Beihang University, (4) Zhejiang University) .[Face-to-Parameter Translation for Game Character Auto-Creation](https://arxiv.org/pdf/1909.01064) .[J] arXiv preprint arXiv:1909.01064.

- Zipeng Wang, Zhaoxiang Liu, Jianfeng Huang, Shiguo Lian, Yimin Lin .[How Old Are You? Face Age Translation with Identity Preservation Using GANs](https://arxiv.org/pdf/1909.04988) .[J] arXiv preprint arXiv:1909.04988.

- Xudong Liu, Ruizhe Wang, Chih-Fan Chen, Minglei Yin, Hao Peng, Shukhan Ng, Xin Li .[Face Beautification: Beyond Makeup Transfer](https://arxiv.org/pdf/1912.03630) [J]. arXiv preprint arXiv:1912.03630.

- Haien Zeng, Hanjiang Lai, Jian Yin .[Controllable Face Aging](https://arxiv.org/pdf/1912.09694) [J]. arXiv preprint arXiv:1912.09694.

- Yu Yin, Songyao Jiang, Joseph P. Robinson, Yun Fu .[Dual-Attention GAN for Large-Pose Face Frontalization](https://arxiv.org/pdf/2002.07227) .[J] arXiv preprint arXiv:2002.07227

- Prajwal K R, Rudrabha Mukhopadhyay, Jerin Philip, Abhishek Jha, Vinay Namboodiri, C.V. Jawahar .[Towards Automatic Face-to-Face Translation](https://arxiv.org/pdf/2003.00418) .[J] arXiv preprint arXiv:2003.00418

- Hang Zhou, Jihao Liu, Ziwei Liu, Yu Liu, Xiaogang Wang .[Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images](https://arxiv.org/pdf/2003.08124) .[J] arXiv preprint arXiv:2003.08124

- Xu Yao, Gilles Puy, Alasdair Newson, Yann Gousseau, Pierre Hellier .[High Resolution Face Age Editing](https://arxiv.org/pdf/2005.04410) [J]. arXiv preprint arXiv:2005.04410.

- Qiyao Deng, Jie Cao, Yunfan Liu, Zhenhua Chai, Qi Li, Zhenan Sun .[Reference Guided Face Component Editing](https://arxiv.org/pdf/2006.02051) [J]. arXiv preprint arXiv:2006.02051.

- Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic .[Enhancing Facial Data Diversity with Style-based Face Aging](https://arxiv.org/pdf/2006.03985) [J]. arXiv preprint arXiv:2006.03985.

- Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu, Ming-Ching Chang, Lei Zhang, Jianfeng Gao, Pengchuan Zhang .[MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network](https://arxiv.org/pdf/2010.01424) [J]. arXiv preprint arXiv:2010.01424.

- Kanglin Liu, Gaofeng Cao, Fei Zhou, Bozhi Liu, Jiang Duan, Guoping Qiu .[Disentangling Latent Space for Unsupervised Semantic Face Editing](https://arxiv.org/pdf/2011.02638) [J]. arXiv preprint arXiv:2011.02638.

- Jeong-gi Kwak, David K. Han, Hanseok Ko .[CAFE-GAN: Arbitrary Face Attribute Editing with Complementary Attention Feature](https://arxiv.org/pdf/2011.11900) [J]. arXiv preprint arXiv:2011.11900.

- Sunhee Hwang, Sungho Park, Dohyung Kim, Mirae Do, Hyeran Byun .[FairFaceGAN: Fairness-aware Facial Image-to-Image Translation](https://arxiv.org/pdf/2012.00282) [J]. arXiv preprint arXiv:2012.00282.

- Xianxu Hou, Xiaokang Zhang, Linlin Shen, Zhihui Lai, Jun Wan .[GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing](https://arxiv.org/pdf/2012.11856) [J]. arXiv preprint arXiv:2012.11856.

- Zhiliang Xu, Xiyu Yu, Zhibin Hong, Zhen Zhu, Junyu Han, Jingtuo Liu, Errui Ding, Xiang Bai .[FaceController: Controllable Attribute Editing for Face in the Wild](https://arxiv.org/pdf/2102.11464) [J]. arXiv preprint arXiv:2102.11464.

- Nilesh Pandey, Andreas Savakis .[Extreme Face Inpainting with Sketch-Guided Conditional GAN](https://arxiv.org/pdf/2105.06033) [J]. arXiv preprint arXiv:2105.06033.

- Shu-Yu Chen, Feng-Lin Liu, Yu-Kun Lai, Paul L. Rosin, Chunpeng Li, Hongbo Fu, Lin Gao .[DeepFaceEditing: Deep Face Generation and Editing with Disentangled Geometry and Appearance Control](https://arxiv.org/pdf/2105.08935) [J]. arXiv preprint arXiv:2105.08935.

- Yuxuan Han, Jiaolong Yang, Ying Fu .[Disentangled Face Attribute Editing via Instance-Aware Latent Space Search](https://arxiv.org/pdf/2105.12660) [J]. arXiv preprint arXiv:2105.12660.

- Heyi Li, Jinlong Liu, Yunzhi Bai, Huayan Wang, Klaus Mueller .[Transforming the Latent Space of StyleGAN for Real Face Editing](https://arxiv.org/pdf/2105.14230) [J]. arXiv preprint arXiv:2105.14230.

- Xiangnan Yin, Di Huang, Hongyu Yang, Zehua Fu, Yunhong Wang, Liming Chen .[Pixel Sampling for Style Preserving Face Pose Editing](https://arxiv.org/pdf/2106.07310) [J]. arXiv preprint arXiv:2106.07310.

- Xu Yao, Alasdair Newson, Yann Gousseau, Pierre Hellier .[A Latent Transformer for Disentangled Face Editing in Images and Videos](https://arxiv.org/pdf/2106.11895) [J]. arXiv preprint arXiv:2106.11895.

- Meng Cao, Haozhi Huang, Hao Wang, Xuan Wang, Li Shen, Sheng Wang, Linchao Bao, Zhifeng Li, Jiebo Luo .[UniFaceGAN: A Unified Framework for Temporally Consistent Facial Video Editing](https://arxiv.org/pdf/2108.05650) [J]. arXiv preprint arXiv:2108.05650.

- Ravi Kiran Reddy, Kumar Shubham, Gopalakrishnan Venkatesh, Sriram Gandikota, Sarthak Khoche, Dinesh Babu Jayagopi, Gopalakrishnan Srinivasaraghavan .[One-shot domain adaptation for semantic face editing of real world images using StyleALAE](https://arxiv.org/pdf/2108.13876) [J]. arXiv preprint arXiv:2108.13876.

- Nastaran Moradzadeh Farid, Maryam Saeedi Fard, Ahmad Nickabadi .[Face sketch to photo translation using generative adversarial networks](https://arxiv.org/pdf/2110.12290) [J]. arXiv preprint arXiv:2110.12290.

- Safa C. Medin, Bernhard Egger, Anoop Cherian, Ye Wang, Joshua B. Tenenbaum, Xiaoming Liu, Tim K. Marks .[MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation](https://arxiv.org/pdf/2111.01048) [J]. arXiv preprint arXiv:2111.01048.

- Jiaze Sun, Binod Bhattarai, Zhixiang Chen, Tae-Kyun Kim .[SeCGAN: Parallel Conditional Generative Adversarial Networks for Face Editing via Semantic Consistency](https://arxiv.org/pdf/2111.09298) [J]. arXiv preprint arXiv:2111.09298.

- Jingxiang Sun, Xuan Wang, Yong Zhang, Xiaoyu Li, Qi Zhang, Yebin Liu, Jue Wang .[FENeRF: Face Editing in Neural Radiance Fields](https://arxiv.org/pdf/2111.15490) [J]. arXiv preprint arXiv:2111.15490.

- Nicolas Olivier, Kelian Baert, Fabien Danieau, Franck Multon, Quentin Avril .[FaceTuneGAN: Face Autoencoder for Convolutional Expression Transfer Using Neural Generative Adversarial Networks](https://arxiv.org/pdf/2112.00532) [J]. arXiv preprint arXiv:2112.00532.

- Xianxu Hou, Linlin Shen, Or Patashnik, Daniel Cohen-Or, Hui Huang .[FEAT: Face Editing with Attention](https://arxiv.org/pdf/2202.02713) [J]. arXiv preprint arXiv:2202.02713.

- Fan Ji, Muyi Sun, Xingqun Qi, Qi Li, Zhenan Sun .[MOST-Net: A Memory Oriented Style Transfer Network for Face Sketch Synthesis](https://arxiv.org/pdf/2202.03596) [J]. arXiv preprint arXiv:2202.03596.

- Wenjing Huang, Shikui Tu, Lei Xu .[IA-FaceS: A Bidirectional Method for Semantic Face Editing](https://arxiv.org/pdf/2203.13097) [J]. arXiv preprint arXiv:2203.13097.

- Yin Yu, Ghasedi Kamran, Wu HsiangTao, Yang Jiaolong, Tong Xi, Fu Yun .[Expanding the Latent Space of StyleGAN for Real Face Editing](https://arxiv.org/pdf/2204.12530) [J]. arXiv preprint arXiv:2204.12530.

- Parthak Mehta, Sarthak Mishra, Nikhil Chouhan, Neel Pethani, Ishani Saha .[Face editing with GAN -- A Review](https://arxiv.org/pdf/2207.11227) [J]. arXiv preprint arXiv:2207.11227.

- Trisha Mittal, Ritwik Sinha, Viswanathan Swaminathan, John Collomosse, Dinesh Manocha .[Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis](https://arxiv.org/pdf/2207.13064) [J]. arXiv preprint arXiv:2207.13064.

- Jingbo Zhang, Xiaoyu Li, Ziyu Wan, Can Wang, Jing Liao .[FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing](https://arxiv.org/pdf/2208.05751) [J]. arXiv preprint arXiv:2208.05751.

- Igor Borovikov, Karine Levonyan, Jon Rein, Pawel Wrotek, Nitish Victor .[Domain Engineering for Applied Monocular Reconstruction of Parametric Faces](https://arxiv.org/pdf/2209.02600) [J]. arXiv preprint arXiv:2209.02600.

- Zhiyao Sun, Yu-Hui Wen, Tian Lv, Yanan Sun, Ziyang Zhang, Yaoyuan Wang, Yong-Jin Liu .[Continuously Controllable Facial Expression Editing in Talking Face Videos](https://arxiv.org/pdf/2209.08289) [J]. arXiv preprint arXiv:2209.08289.

- Yuanming Li, Jeong-gi Kwak, David Han, Hanseok Ko .[Controllable Face Manipulation and UV Map Generation by Self-supervised Learning](https://arxiv.org/pdf/2209.12050) [J]. arXiv preprint arXiv:2209.12050.

- Kaiwen Jiang, Shu-Yu Chen, Feng-Lin Liu, Hongbo Fu, Lin Gao .[NeRFFaceEditing: Disentangled Face Editing in Neural Radiance Fields](https://arxiv.org/pdf/2211.07968) [J]. arXiv preprint arXiv:2211.07968.

- Chen Naveh, Yacov Hel-Or .[OrthoGAN: Multifaceted Semantics for Disentangled Face Editing](https://arxiv.org/pdf/2211.11825) [J]. arXiv preprint arXiv:2211.11825.

- Shivangi Aneja, Justus Thies, Angela Dai, Matthias Nießner .[ClipFace: Text-guided Editing of Textured 3D Morphable Models](https://arxiv.org/pdf/2212.01406) [J]. arXiv preprint arXiv:2212.01406.

- Gyeongman Kim, Hajin Shim, Hyunsu Kim, Yunjey Choi, Junho Kim, Eunho Yang .[Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding](https://arxiv.org/pdf/2212.02802) [J]. arXiv preprint arXiv:2212.02802.



## Face Swapping

- Sao Mai Nguyen (INRIA Bordeaux - Sud-Ouest), Masaki Ogino, Minoru Asada .[Real-time face swapping as a tool for understanding infant  self-recognition](https://arxiv.org/pdf/1112.02095) .[J] arXiv preprint arXiv:1112.02095.

- Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis .[Fast Face-swap Using Convolutional Neural Networks](https://arxiv.org/pdf/1611.09577) .[J] arXiv preprint arXiv:1611.09577.

- Yuval Nirkin, Iacopo Masi, Anh Tuan Tran, Tal Hassner, Gerard Medioni .[On Face Segmentation, Face Swapping, and Face Perception](https://arxiv.org/pdf/1704.06729) .[J] arXiv preprint arXiv:1704.06729.

- Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima .[RSGAN: Face Swapping and Editing using Face and Hair Representation in  Latent Spaces](https://arxiv.org/pdf/1804.03447) .[J] arXiv preprint arXiv:1804.03447.

- Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima .[FSNet: An Identity-Aware Generative Model for Image-based Face Swapping](https://arxiv.org/pdf/1811.12666) .[J] arXiv preprint arXiv:1811.12666.

- Xinyi Ding, Zohreh Raziei, Eric C. Larson, Eli V. Olinick, Paul Krueger, Michael Hahsler .[Swapped Face Detection using Deep Learning and Subjective Assessment](https://arxiv.org/pdf/1909.04217) .[J] arXiv preprint arXiv:1909.04217.

- Lingzhi Li, Jianmin Bao, Hao Yang, Dong Chen, Fang Wen .[FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping](https://arxiv.org/pdf/1912.13457) [J]. arXiv preprint arXiv:1912.13457.

- Ivan Perov, Daiheng Gao, Nikolay Chervoniy, Kunlin Liu, Sugasa Marangonda, Chris Umé, Mr. Dpfks, Carl Shift Facenheim, Luis RP, Jian Jiang, Sheng Zhang, Pingyu Wu, Bo Zhou, Weiming Zhang .[DeepFaceLab: A simple, flexible and extensible face swapping framework](https://arxiv.org/pdf/2005.05535) [J]. arXiv preprint arXiv:2005.05535.

- Yuhao Zhu, Qi Li, Jian Wang, Chengzhong Xu, Zhenan Sun .[One Shot Face Swapping on Megapixels](https://arxiv.org/pdf/2105.04932) [J]. arXiv preprint arXiv:2105.04932.

- Renwang Chen, Xuanhong Chen, Bingbing Ni, Yanhao Ge .[SimSwap: An Efficient Framework For High Fidelity Face Swapping](https://arxiv.org/pdf/2106.06340) [J]. arXiv preprint arXiv:2106.06340.

- Yuhan Wang, Xu Chen, Junwei Zhu, Wenqing Chu, Ying Tai, Chengjie Wang, Jilin Li, Yongjian Wu, Feiyue Huang, Rongrong Ji .[HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping](https://arxiv.org/pdf/2106.09965) [J]. arXiv preprint arXiv:2106.09965.

- Shuai Yang, Kai Qiao .[ShapeEditer: a StyleGAN Encoder for Face Swapping](https://arxiv.org/pdf/2106.13984) [J]. arXiv preprint arXiv:2106.13984.

- Simone Foti, Bongjin Koo, Danail Stoyanov, Matthew J. Clarkson .[3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces](https://arxiv.org/pdf/2111.12448) [J]. arXiv preprint arXiv:2111.12448.

- Jiseob Kim, Jihoon Lee, Byoung-Tak Zhang .[Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness](https://arxiv.org/pdf/2112.05907) [J]. arXiv preprint arXiv:2112.05907.

- Zhiliang Xu, Zhibin Hong, Changxing Ding, Zhen Zhu, Junyu Han, Jingtuo Liu, Errui Ding .[MobileFaceSwap: A Lightweight Framework for Video Face Swapping](https://arxiv.org/pdf/2201.03808) [J]. arXiv preprint arXiv:2201.03808.

- Daniil Chesakov, Anastasia Maltseva, Alexander Groshev, Andrey Kuznetsov, Denis Dimitrov .[A new face swap method for image and video domains: a technical report](https://arxiv.org/pdf/2202.03046) [J]. arXiv preprint arXiv:2202.03046.

- Shan Jia, Xin Li, Siwei Lyu .[Model Attribution of Face-swap Deepfake Videos](https://arxiv.org/pdf/2202.12951) [J]. arXiv preprint arXiv:2202.12951.

- Yuval Nirkin, Yosi Keller, Tal Hassner .[FSGANv2: Improved Subject Agnostic Face Swapping and Reenactment](https://arxiv.org/pdf/2202.12972) [J]. arXiv preprint arXiv:2202.12972.

- Chao Xu, Jiangning Zhang, Miao Hua, Qian He, Zili Yi, Yong Liu .[Region-Aware Face Swapping](https://arxiv.org/pdf/2203.04564) [J]. arXiv preprint arXiv:2203.04564.

- Qi Li, Weining Wang, Chengzhong Xu, Zhenan Sun .[Learning Disentangled Representation for One-shot Progressive Face Swapping](https://arxiv.org/pdf/2203.12985) [J]. arXiv preprint arXiv:2203.12985.

- Yangyang Xu, Bailin Deng, Junle Wang, Yanqing Jing, Jia Pan, Shengfeng He .[High-resolution Face Swapping via Latent Semantics Disentanglement](https://arxiv.org/pdf/2203.15958) [J]. arXiv preprint arXiv:2203.15958.

- Ethan Wilson, Frederick Shic, Jenny Skytta, Eakta Jain .[Practical Digital Disguises: Leveraging Face Swaps to Protect Patient Privacy](https://arxiv.org/pdf/2204.03559) [J]. arXiv preprint arXiv:2204.03559.

- Haiming Yu, Hao Zhu, Xiangju Lu, Junhui Liu .[Migrating Face Swap to Mobile Devices: A lightweight Framework and A Supervised Training Solution](https://arxiv.org/pdf/2204.08339) [J]. arXiv preprint arXiv:2204.08339.

- Junhao Dong, Yuan Wang, Jianhuang Lai, Xiaohua Xie .[Restricted Black-box Adversarial Attack Against DeepFake Face Swapping](https://arxiv.org/pdf/2204.12347) [J]. arXiv preprint arXiv:2204.12347.

- Wei Jiang, Wentao Dong .[Facke: a Survey on Generative Models for Face Swapping](https://arxiv.org/pdf/2206.11203) [J]. arXiv preprint arXiv:2206.11203.

- Claudio Ferrari, Matteo Serpentoni, Stefano Berretti, Alberto Del Bimbo .[What makes you, you? Analyzing Recognition by Swapping Face Parts](https://arxiv.org/pdf/2206.11759) [J]. arXiv preprint arXiv:2206.11759.

- Aditya Agarwal, Bipasha Sen, Rudrabha Mukhopadhyay, Vinay Namboodiri, C.V. Jawahar .[FaceOff: A Video-to-Video Face Swapping System](https://arxiv.org/pdf/2208.09788) [J]. arXiv preprint arXiv:2208.09788.

- Felix Rosberg, Eren Erdal Aksoy, Fernando Alonso-Fernandez, Cristofer Englund .[FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping](https://arxiv.org/pdf/2210.10473) [J]. arXiv preprint arXiv:2210.10473.

- Truong Vu, Kien Do, Khang Nguyen, Khoat Than .[Face Swapping as A Simple Arithmetic Operation](https://arxiv.org/pdf/2211.10812) [J]. arXiv preprint arXiv:2211.10812.

- Zhian Liu, Maomao Li, Yong Zhang, Cairong Wang, Qi Zhang, Jue Wang, Yongwei Nie .[Fine-Grained Face Swapping via Regional GAN Inversion](https://arxiv.org/pdf/2211.14068) [J]. arXiv preprint arXiv:2211.14068.

- Anubhav Jain, Nasir Memon, Julian Togelius .[A Dataless FaceSwap Detection Approach Using Synthetic Images](https://arxiv.org/pdf/2212.02571) [J]. arXiv preprint arXiv:2212.02571.

- Hao Zeng, Wei Zhang, Changjie Fan, Tangjie Lv, Suzhen Wang, Zhimeng Zhang, Bowen Ma, Lincheng Li, Yu Ding, Xin Yu .[FlowFace: Semantic Flow-guided Shape-aware Face Swapping](https://arxiv.org/pdf/2212.02797) [J]. arXiv preprint arXiv:2212.02797.

- Kihong Kim, Yunho Kim, Seokju Cho, Junyoung Seo, Jisu Nam, Kychul Lee, Seungryong Kim, KwangHee Lee .[DiffFace: Diffusion-based Face Swapping with Facial Guidance](https://arxiv.org/pdf/2212.13344) [J]. arXiv preprint arXiv:2212.13344.



---

## Face Anti-Spoofing && Face Attack && Face Privacy  

- Saptarshi Chakraborty, Dhrubajyoti Das .[An Overview of Face Liveness Detection](https://arxiv.org/pdf/1405.02227) .[J] arXiv preprint arXiv:1405.02227.

- Jianwei Yang, Zhen Lei, Stan Z. Li .[Learn Convolutional Neural Network for Face Anti-Spoofing](https://arxiv.org/pdf/1408.05601) .[J] arXiv preprint arXiv:1408.05601.

- Zinelabidine Boulkenafet, Jukka Komulainen, Abdenour Hadid .[face anti-spoofing based on color texture analysis](https://arxiv.org/pdf/1511.06316) .[J] arXiv preprint arXiv:1511.06316.

- Changyong Yu, Yunde Jia .[Anisotropic Diffusion-based Kernel Matrix Model for Face Liveness  Detection](https://arxiv.org/pdf/1707.02692) .[J] arXiv preprint arXiv:1707.02692.

- Di Tang, Zhe Zhou, Yinqian Zhang, Kehuan Zhang .[Face Flashing: a Secure Liveness Detection Protocol based on Light  Reflections](https://arxiv.org/pdf/1801.01949) .[J] arXiv preprint arXiv:1801.01949.

- Yaojie Liu, Amin Jourabloo, Xiaoming Liu .[Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary  Supervision](https://arxiv.org/pdf/1803.11097) .[J] arXiv preprint arXiv:1803.11097.

- Amin Jourabloo, Yaojie Liu, Xiaoming Liu .[Face De-Spoofing: Anti-Spoofing via Noise Modeling](https://arxiv.org/pdf/1807.09968) .[J] arXiv preprint arXiv:1807.09968.

- Meng Shen, Zelin Liao, Liehuang Zhu, Rashid Mijumbi, Xiaojiang Du, Jiankun Hu .[IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks](https://arxiv.org/pdf/1810.03323) .[J] arXiv preprint arXiv:1810.03323.

- Jiaxu Zuo, Tom Gedeon, Zhenyue Qin .[Your Eyes Say You're Lying: An Eye Movement Pattern Analysis for Face Familiarity and Deceptive Cognition](https://arxiv.org/pdf/1811.03401) .[J] arXiv preprint arXiv:1811.03401.

- Zezheng Wang, Chenxu Zhao, Yunxiao Qin, Qiusheng Zhou, Zhen Lei .[Exploiting temporal and depth information for multi-frame face anti-spoofing](https://arxiv.org/pdf/1811.05118) .[J] arXiv preprint arXiv:1811.05118.

- Wei Hu, Gusi Te, Ju He, Dong Chen, Zongming Guo .[Exploring Hypergraph Representation on Face Anti-spoofing Beyond 2D Attacks](https://arxiv.org/pdf/1811.11594) .[J] arXiv preprint arXiv:1811.11594.

- Qing Song, Yingqi Wu, Lu Yang .[Attacks on State-of-the-Art Face Recognition using Attentional Adversarial Attack Generative Network](https://arxiv.org/pdf/1811.12026) .[J] arXiv preprint arXiv:1811.12026.

- 【Dataset】Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li .[CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing](https://arxiv.org/pdf/1812.00408) .[J] arXiv preprint arXiv:1812.00408.

- Jianzhu Guo, Xiangyu Zhu, Jinchuan Xiao, Zhen Lei, Genxun Wan, Stan Z. Li .[Improving Face Anti-Spoofing by 3D Virtual Synthesis](https://arxiv.org/pdf/1901.00488) .[J] arXiv preprint arXiv:1901.00488.

- Xiaoguang Tu, Jian Zhao, Mei Xie, Guodong Du, Hengsheng Zhang, Jianshu Li, Zheng Ma, Jiashi Feng .[Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing](https://arxiv.org/pdf/1901.05602) .[J] arXiv preprint arXiv:1901.05602.

- Xiaoguang Tu, Hengsheng Zhang, Mei Xie, Yao Luo, Yuefei Zhang, Zheng Ma .[Deep Transfer Across Domains for Face Anti-spoofing](https://arxiv.org/pdf/1901.05633) .[J] arXiv preprint arXiv:1901.05633.

- Xiaoguang Tu, Hengsheng Zhang, Mei Xie, Yao Luo, Yuefei Zhang, Zheng Ma .[Enhance the Motion Cues for Face Anti-Spoofing using CNN-LSTM Architecture](https://arxiv.org/pdf/1901.05635) .[J] arXiv preprint arXiv:1901.05635.

- Rodrigo Bresan, Allan Pinto, Anderson Rocha, Carlos Beluzo, Tiago Carvalho .[FaceSpoof Buster: a Presentation Attack Detector Based on Intrinsic Image Properties and Deep Learning](https://arxiv.org/pdf/1902.02845) .[J] arXiv preprint arXiv:1902.02845.

- Yao Liu, Ying Tai, Jilin Li, Shouhong Ding, Chengjie Wang, Feiyue Huang, Dongyang Li, Wenshuai Qi, Rongrong Ji .[Aurora Guard: Real-Time Face Anti-Spoofing via Light Reflection](https://arxiv.org/pdf/1902.10311) .[J] arXiv preprint arXiv:1902.10311.

- Zuheng Ming, Junshi Xia, Muhammad Muzzamil Luqman, Jean-Christophe Burie, Kaixing Zhao .[FaceLiveNet+: A Holistic Networks For Face Authentication Based On Dynamic Multi-task Convolutional Neural Networks](https://arxiv.org/pdf/1902.11179) .[J] arXiv preprint arXiv:1902.11179.

- Huiling Hao, Mingtao Pei .[Face Liveness Detection Based on Client Identity Using Siamese Network](https://arxiv.org/pdf/1903.05369) .[J] arXiv preprint arXiv:1903.05369.

- Lei Li, Zhaoqiang Xia, Xiaoyue Jiang, Yupeng Ma, Fabio Roli, Xiaoyi Feng .[3D Face Mask Presentation Attack Detection Based on Intrinsic Image Analysis](https://arxiv.org/pdf/1903.11303) .[J] arXiv preprint arXiv:1903.11303.

- Yaojie Liu, Joel Stehouwer, Amin Jourabloo, Xiaoming Liu .[Deep Tree Learning for Zero-shot Face Anti-Spoofing](https://arxiv.org/pdf/1904.02860) .[J] arXiv preprint arXiv:1904.02860.

- Yinpeng Dong, Hang Su, Baoyuan Wu, Zhifeng Li, Wei Liu, Tong Zhang, Jun Zhu .[Efficient Decision-based Black-box Adversarial Attacks on Face Recognition](https://arxiv.org/pdf/1904.04433) .[J] arXiv preprint arXiv:1904.04433.

- Artur Costa-Pazo, David Jimenez-Cabello, Esteban Vazquez-Fernandez, Jose L. Alba-Castro, Roberto J. López-Sastre .[Generalized Presentation Attack Detection: a face anti-spoofing evaluation proposal](https://arxiv.org/pdf/1904.06213) .[J] arXiv preprint arXiv:1904.06213.

- Daniel Pérez-Cabo, David Jiménez-Cabello, Artur Costa-Pazo, Roberto J. López-Sastre .[Deep Anomaly Detection for Generalized Face Anti-Spoofing](https://arxiv.org/pdf/1904.08241) .[J] arXiv preprint arXiv:1904.08241.

- Peng Zhang, Fuhao Zou, Zhiwen Wu, Nengli Dai, Skarpness Mark, Michael Fu, Juan Zhao, Kai Li .[FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing](https://arxiv.org/pdf/1904.09290) .[J] arXiv preprint arXiv:1904.09290.

- Chenxu Zhao, Yunxiao Qin, Zezheng Wang, Tianyu Fu, Hailin Shi .[Meta Anti-spoofing: Learning to Learn in Face Anti-spoofing](https://arxiv.org/pdf/1904.12490) .[J] arXiv preprint arXiv:1904.12490.

- Shivang Bharadwaj, Bhupendra Niranjan, Anant Kumar .[A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns](https://arxiv.org/pdf/1905.06540) .[J] arXiv preprint arXiv:1905.06540.

- Jerone T. A. Andrews, Thomas Tanay, Lewis D. Griffin .[Multiple-Identity Image Attacks Against Face-based Identity Verification](https://arxiv.org/pdf/1906.08507) .[J] arXiv preprint arXiv:1906.08507.

- Anjith George, Sebastien Marcel .[Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection](https://arxiv.org/pdf/1907.04047) .[J] arXiv preprint arXiv:1907.04047.

- Olegs Nikisins, Anjith George, Sebastien Marcel .[Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing](https://arxiv.org/pdf/1907.04048) .[J] arXiv preprint arXiv:1907.04048.

- Israel A. Laurensi R., Luciana T. Menon, Manoel Camillo O. Penna N., Alessandro L. Koerich, Alceu S. Britto Jr .[Style Transfer Applied to Face Liveness Detection with User-Centered Models](https://arxiv.org/pdf/1907.07270) .[J] arXiv preprint arXiv:1907.07270.

- Akinori F. Ebihara, Kazuyuki Sakurai, Hitoshi Imaoka .[Specular- and Diffuse-reflection-based Face Liveness Detection for Mobile Devices](https://arxiv.org/pdf/1907.12400) .[J] arXiv preprint arXiv:1907.12400.

- Stepan Komkov, Aleksandr Petiushko .[AdvHat: Real-world adversarial attack on ArcFace Face ID system](https://arxiv.org/pdf/1908.08705) .[J] arXiv preprint arXiv:1908.08705.

- Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guogong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li .[CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing](https://arxiv.org/pdf/1908.10654) .[J] arXiv preprint arXiv:1908.10654.

- Run Wang, Lei Ma, Felix Juefei-Xu, Xiaofei Xie, Jian Wang, Yang Liu .[FakeSpotter: A Simple Baseline for Spotting AI-Synthesized Fake Faces](https://arxiv.org/pdf/1909.06122) .[J] arXiv preprint arXiv:1909.06122.

- Anjith George, Zohreh Mostaani, David Geissenbuhler, Olegs Nikisins, Andre Anjos, Sebastien Marcel .[Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network](https://arxiv.org/pdf/1909.08848) .[J] arXiv preprint arXiv:1909.08848.

- Bowen Zhang, Benedetta Tondi, Mauro Barni .[Attacking CNN-based anti-spoofing face authentication in the physical domain](https://arxiv.org/pdf/1910.00327) .[J] arXiv preprint arXiv:1910.00327.

- Rizhao Cai, Changsheng Chen .[Learning deep forest with multi-scale Local Binary Pattern features for face anti-spoofing](https://arxiv.org/pdf/1910.03850) .[J] arXiv preprint arXiv:1910.03850.

- Shan Jia, Xin Li, Chuanbo Hu, Zhengquan Xu .[Spoofing and Anti-Spoofing with Wax Figure Faces](https://arxiv.org/pdf/1910.05457) .[J] arXiv preprint arXiv:1910.05457.

- Edgar Kaziakhmedov, Klim Kireev, Grigorii Melnikov, Mikhail Pautov, Aleksandr Petiushko .[Real-world attack on MTCNN face detection system](https://arxiv.org/pdf/1910.06261) .[J] arXiv preprint arXiv:1910.06261.

- Mikhail Pautov, Grigorii Melnikov, Edgar Kaziakhmedov, Klim Kireev, Aleksandr Petiushko .[On adversarial patches: real-world attack on ArcFace-100 face recognition system](https://arxiv.org/pdf/1910.07067) .[J] arXiv preprint arXiv:1910.07067.

- João C. Neves, Ruben Tolosana, Ruben Vera-Rodriguez, Vasco Lopes, Hugo Proença .[Real or Fake? Spoofing State-Of-The-Art Face Synthesis Detection Systems](https://arxiv.org/pdf/1911.05351) [J]. arXiv preprint arXiv:1911.05351.

- Tharindu Fernando, Clinton Fookes, Simon Denman, Sridha Sridharan .[Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks](https://arxiv.org/pdf/1911.07844) [J]. arXiv preprint arXiv:1911.07844.

- Rui Shao, Xiangyuan Lan, Pong C. Yuen .[Regularized Fine-grained Meta Face Anti-spoofing](https://arxiv.org/pdf/1911.10771) [J]. arXiv preprint arXiv:1911.10771.

- Ajian Liu, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li .[Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing](https://arxiv.org/pdf/1912.02340) [J]. arXiv preprint arXiv:1912.02340.

- Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi .[Detection of Face Recognition Adversarial Attacks](https://arxiv.org/pdf/1912.02918) [J]. arXiv preprint arXiv:1912.02918.

- Suman Saha, Wenhao Xu, Menelaos Kanakis, Stamatios Georgoulis, Yuhua Chen, Danda Pani Paudel, Luc Van Gool .[Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing](https://arxiv.org/pdf/1912.07124) [J]. arXiv preprint arXiv:1912.07124.

- Ali Ghofrani, Rahil Mahdian Toroghi, Seyed Mojtaba Tabatabaie .[Attention-Based Face AntiSpoofing of RGB Images, using a Minimal End-2-End Neural Network](https://arxiv.org/pdf/1912.08870) [J]. arXiv preprint arXiv:1912.08870.

- Shervin Rahimzadeh Arashloo .[Unseen Face Presentation Attack Detection Using Class-Specific Sparse One-Class Multiple Kernel Fusion Regression](https://arxiv.org/pdf/1912.13276) [J]. arXiv preprint arXiv:1912.13276.

- Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, Baining Guo .[Face X-ray for More General Face Forgery Detection](https://arxiv.org/pdf/1912.13458) [J]. arXiv preprint arXiv:1912.13458.



### 2020

- Vahid Mirjalili, Sebastian Raschka, Arun Ross .[PrivacyNet: Semi-Adversarial Networks for Multi-attribute Face Privacy](https://arxiv.org/pdf/2001.00561) .[J] arXiv preprint arXiv:2001.00561

- Inioluwa Deborah Raji, Timnit Gebru, Margaret Mitchell, Joy Buolamwini, Joonseok Lee, Emily Denton .[Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing](https://arxiv.org/pdf/2001.00964) .[J] arXiv preprint arXiv:2001.00964

- [Dataset]Liming Jiang, Wayne Wu, Ren Li, Chen Qian, Chen Change Loy .[DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection](https://arxiv.org/pdf/2001.03024) .[J] arXiv preprint arXiv:2001.03024

- Ying Huang, Wenwei Zhang, Jinzhuo Wang .[Deep Frequent Spatial Temporal Learning for Face Anti-Spoofing](https://arxiv.org/pdf/2002.03723) .[J] arXiv preprint arXiv:2002.03723

- Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su, Xiaobai Li, Feng Zhou, Guoying Zhao .[Searching Central Difference Convolutional Networks for Face Anti-Spoofing](https://arxiv.org/pdf/2003.04092) .[J] arXiv preprint arXiv:2003.04092

- Ajian Li, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li .[CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing](https://arxiv.org/pdf/2003.05136) .[J] arXiv preprint arXiv:2003.05136

- Yu Tian, Kunbo Zhang, Leyuan Wang, Zhenan Sun .[Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario](https://arxiv.org/pdf/2003.08024) .[J] arXiv preprint arXiv:2003.08024

- Zezheng Wang, Zitong Yu, Chenxu Zhao, Xiangyu Zhu, Yunxiao Qin, Qiusheng Zhou, Feng Zhou, Zhen Lei .[Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing](https://arxiv.org/pdf/2003.08061) .[J] arXiv preprint arXiv:2003.08061

- Chuhan Gao, Varun Chandrasekaran, Kassem Fawaz, Somesh Jha .[Face-Off: Adversarial Face Obfuscation](https://arxiv.org/pdf/2003.08861) .[J] arXiv preprint arXiv:2003.08861

- Guoqing Wang, Hu Han, Shiguang Shan, Xilin Chen .[Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning](https://arxiv.org/pdf/2004.01959) [J]. arXiv preprint arXiv:2004.01959.

- Zitong Yu, Yunxiao Qin, Xiaobai Li, Zezheng Wang, Chenxu Zhao, Zhen Lei, Guoying Zhao .[Multi-Modal Face Anti-Spoofing Based on Central Difference Networks](https://arxiv.org/pdf/2004.08388) [J]. arXiv preprint arXiv:2004.08388.

- Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li .[Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review](https://arxiv.org/pdf/2004.10998) [J]. arXiv preprint arXiv:2004.10998.

- Clemens Seibold, Anna Hilsmann, Peter Eisert .[Style Your Face Morph and Improve Your Face Morphing Attack Detector](https://arxiv.org/pdf/2004.11435) [J]. arXiv preprint arXiv:2004.11435.

- Qing Yang, Xia Zhu, Jong-Kae Fwu, Yun Ye, Ganmei You, Yuan Zhu .[PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-Spoofing](https://arxiv.org/pdf/2004.11744) [J]. arXiv preprint arXiv:2004.11744.

- Yomna Safaa El-Din, Mohamed N. Moustafa, Hani Mahdi .[Deep convolutional neural networks for face and iris presentation attack detection: Survey and case study](https://arxiv.org/pdf/2004.12040) [J]. arXiv preprint arXiv:2004.12040.

- Yunpei Jia, Jie Zhang, Shiguang Shan, Xilin Chen .[Single-Side Domain Generalization for Face Anti-Spoofing](https://arxiv.org/pdf/2004.14043) [J]. arXiv preprint arXiv:2004.14043.

- Haocheng Feng, Zhibin Hong, Haixiao Yue, Yang Chen, Keyao Wang, Junyu Han, Jingtuo Liu, Errui Ding .[Learning Generalized Spoof Cues for Face Anti-spoofing](https://arxiv.org/pdf/2005.03922) [J]. arXiv preprint arXiv:2005.03922.

- Shan Jia, Xin Li, Chuanbo Hu, Guodong Guo, Zhengquan Xu .[3D Face Anti-spoofing with Factorized Bilinear Coding](https://arxiv.org/pdf/2005.06514) [J]. arXiv preprint arXiv:2005.06514.

- Jingwu He, Chuan Wang, Yang Zhang, Jie Guo, Yanwen Guo .[FA-GANs: Facial Attractiveness Enhancement with Generative Adversarial Networks on Frontal Faces](https://arxiv.org/pdf/2005.08168) [J]. arXiv preprint arXiv:2005.08168.

- Chengwei Chen, Wang Yuan, Xuequan Lu, Lizhuang Ma .[Spoof Face Detection Via Semi-Supervised Adversarial Training](https://arxiv.org/pdf/2005.10999) [J]. arXiv preprint arXiv:2005.10999.

- Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel .[Federated Face Anti-spoofing](https://arxiv.org/pdf/2005.14638) [J]. arXiv preprint arXiv:2005.14638.

- Debayan Deb, Anil K. Jain .[Look Locally Infer Globally: A Generalizable Face Anti-Spoofing Approach](https://arxiv.org/pdf/2006.02834) [J]. arXiv preprint arXiv:2006.02834.

- Christian Rathgeb, Pawel Drozdowski, Christoph Busch .[Detection of Makeup Presentation Attacks based on Deep Face Representations](https://arxiv.org/pdf/2006.05074) [J]. arXiv preprint arXiv:2006.05074.

- Xiang Xu, Yuanjun Xiong, Wei Xia .[On Improving Temporal Consistency for Online Face Liveness Detection](https://arxiv.org/pdf/2006.06756) [J]. arXiv preprint arXiv:2006.06756.

- Chaofei Yang, Lei Ding, Yiran Chen, Hai Li .[Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces](https://arxiv.org/pdf/2006.07421) [J]. arXiv preprint arXiv:2006.07421.

- Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, Sébastien Marcel .[Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems](https://arxiv.org/pdf/2006.08376) [J]. arXiv preprint arXiv:2006.08376.

- Latifah Abduh, Ioannis Ivrissimtzis .[Use of in-the-wild images for anomaly detection in face anti-spoofing](https://arxiv.org/pdf/2006.10626) [J]. arXiv preprint arXiv:2006.10626.

- Esha Sarkar, Hadjer Benkraouda, Michail Maniatakos .[FaceHack: Triggering backdoored facial recognition systems using facial characteristics](https://arxiv.org/pdf/2006.11623) [J]. arXiv preprint arXiv:2006.11623.

- Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao .[Face Anti-Spoofing with Human Material Perception](https://arxiv.org/pdf/2007.02157) [J]. arXiv preprint arXiv:2007.02157.

- Sushma Venkatesh, Kiran Raja, Raghavendra Ramachandra, Christoph Busch .[On the Influence of Ageing on Face Morph Attacks: Vulnerability and Detection](https://arxiv.org/pdf/2007.02684) [J]. arXiv preprint arXiv:2007.02684.

- Yashasvi Baweja, Poojan Oza, Pramuditha Perera, Vishal M. Patel .[Anomaly Detection-Based Unknown Face Presentation Attack Detection](https://arxiv.org/pdf/2007.05856) [J]. arXiv preprint arXiv:2007.05856.

- Yaojie Liu, Joel Stehouwer, Xiaoming Liu .[On Disentangling Spoof Trace for Generic Face Anti-Spoofing](https://arxiv.org/pdf/2007.09273) [J]. arXiv preprint arXiv:2007.09273.

- Kenneth Lai, Svetlana N. Yanushkevich, Vlad Shmerko .[Risk Assessment in the Face-based Watchlist Screening in e-Border](https://arxiv.org/pdf/2007.11323) [J]. arXiv preprint arXiv:2007.11323.

- Anjith George, Sebastien Marcel .[Learning One Class Representations for Face Presentation Attack Detection using Multi-channel Convolutional Neural Networks](https://arxiv.org/pdf/2007.11457) [J]. arXiv preprint arXiv:2007.11457.

- Guillaume Heusch, Anjith George, David Geissbuhler, Zohreh Mostaani, Sebastien Marcel .[Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks](https://arxiv.org/pdf/2007.11469) [J]. arXiv preprint arXiv:2007.11469.

- Fatemeh Vakhshiteh, Raghavendra Ramachandra, Ahmad Nickabadi .[Threat of Adversarial Attacks on Face Recognition: A Comprehensive Survey](https://arxiv.org/pdf/2007.11709) [J]. arXiv preprint arXiv:2007.11709.

- Yuanhan Zhang, Zhenfei Yin, Yidong Li, Guojun Yin, Junjie Yan, Jing Shao, Ziwei Liu .[CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations](https://arxiv.org/pdf/2007.12342) [J]. arXiv preprint arXiv:2007.12342.

- Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi .[CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis](https://arxiv.org/pdf/2007.12909) [J]. arXiv preprint arXiv:2007.12909.

- Hadi Mansourifar, Weidong Shi .[Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack](https://arxiv.org/pdf/2009.02286) [J]. arXiv preprint arXiv:2009.02286.

- Haoliang Li (1), Yufei Wang (1), Xiaofei Xie (1), Yang Liu (1), Shiqi Wang (2), Renjie Wan (1), Lap-Pui Chau (1), Alex C. Kot (1) ((1) Nanyang Technological University, Singapore, (2) City University of Hong Kong) .[Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems](https://arxiv.org/pdf/2009.06996) [J]. arXiv preprint arXiv:2009.06996.

- Rizhao Cai, Haoliang Li, Shiqi Wang, Changsheng Chen, Alex Chichung Kot .[DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing](https://arxiv.org/pdf/2009.07529) [J]. arXiv preprint arXiv:2009.07529.

- Zuheng Ming, Muriel Visani, Muhammad Muzzamil Luqman, Jean-Christophe Burie .[A Survey On Anti-Spoofing Methods For Face Recognition with RGB Cameras of Generic Consumer Devices](https://arxiv.org/pdf/2010.04145) [J]. arXiv preprint arXiv:2010.04145.nn

- Nilay Sanghvi, Sushant Kumar Singh, Akshay Agarwal, Mayank Vatsa, Richa Singh .[MixNet for Generalized Face Presentation Attack Detection](https://arxiv.org/pdf/2010.13246) [J]. arXiv preprint arXiv:2010.13246.

- Yang Yu, Rongrong Ni, Yao Zhao .[Mining Generalized Features for Detecting AI-Manipulated Fake Faces](https://arxiv.org/pdf/2010.14129) [J]. arXiv preprint arXiv:2010.14129.

- Yongwei Wang, Xin Ding, Li Ding, Rabab Ward, Z. Jane Wang .[Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery Detection](https://arxiv.org/pdf/2010.15886) [J]. arXiv preprint arXiv:2010.15886.

- Sushma Venkatesh, Raghavendra Ramachandra, Kiran Raja, Christoph Busch .[Face Morphing Attack Generation & Detection: A Comprehensive Survey](https://arxiv.org/pdf/2011.02045) [J]. arXiv preprint arXiv:2011.02045.

- Zitong Yu, Jun Wan, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao .[NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing](https://arxiv.org/pdf/2011.02062) [J]. arXiv preprint arXiv:2011.02062.

- Biel Tura Vecino, Martí Cobos, Philippe Salembier .[Low cost enhanced security face recognition with stereo cameras](https://arxiv.org/pdf/2011.02222) [J]. arXiv preprint arXiv:2011.02222.

- Anjith George, Sebastien Marcel .[On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing](https://arxiv.org/pdf/2011.08019) [J]. arXiv preprint arXiv:2011.08019.

- Zitong Yu, Xiaobai Li, Jingang Shi, Zhaoqiang Xia, Guoying Zhao .[Revisiting Pixel-Wise Supervision for Face Anti-Spoofing](https://arxiv.org/pdf/2011.12032) [J]. arXiv preprint arXiv:2011.12032.

- Meng Shen, Hao Yu, Liehuang Zhu, Ke Xu, Qi Li, Xiaojiang Du .[Robust Attacks on Deep Learning Face Recognition in the Physical World](https://arxiv.org/pdf/2011.13526) [J]. arXiv preprint arXiv:2011.13526.

- Junru Wu, Xiang Yu, Buyu Liu, Zhangyang Wang, Manmohan Chandraker .[Uncertainty-Aware Physically-Guided Proxy Tasks for Unseen Domain Face Anti-spoofing](https://arxiv.org/pdf/2011.14054) [J]. arXiv preprint arXiv:2011.14054.

- Debayan Deb, Xiaoming Liu, Anil K. Jain .[FaceGuard: A Self-Supervised Defense Against Adversarial Face Images](https://arxiv.org/pdf/2011.14218) [J]. arXiv preprint arXiv:2011.14218.

- Taewook Kim, Yonghyun Kim .[Suppressing Spoof-irrelevant Factors for Domain-agnostic Face Anti-spoofing](https://arxiv.org/pdf/2012.01271) [J]. arXiv preprint arXiv:2012.01271.

- Yaojie Liu, Xiaoming Liu .[Physics-Guided Spoof Trace Disentanglement for Generic Face Anti-Spoofing](https://arxiv.org/pdf/2012.05185) [J]. arXiv preprint arXiv:2012.05185.

- Eklavya Sarkar, Pavel Korshunov, Laurent Colbois, Sébastien Marcel .[Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks](https://arxiv.org/pdf/2012.05344) [J]. arXiv preprint arXiv:2012.05344.

- Richard T. Marriott, Sami Romdhani, Stéphane Gentric, Liming Chen .[Robustness of Facial Recognition to GAN-based Face-morphing Attacks](https://arxiv.org/pdf/2012.10548) [J]. arXiv preprint arXiv:2012.10548.



### 2021

- Dongze Li, Wei Wang, Hongxing Fan, Jing Dong .[Exploring Adversarial Fake Images on Face Manifold](https://arxiv.org/pdf/2101.03272) [J]. arXiv preprint arXiv:2101.03272.

- Seyedkooshan Hashemifard, Mohammad Akbari .[A Compact Deep Learning Model for Face Spoofing Detection](https://arxiv.org/pdf/2101.04756) [J]. arXiv preprint arXiv:2101.04756.

- Ognjen Rudovic, Nicolas Tobis, Sebastian Kaltwang, Björn Schuller, Daniel Rueckert, Jeffrey F. Cohn, Rosalind W. Picard .[Personalized Federated Deep Learning for Pain Estimation From Face Images](https://arxiv.org/pdf/2101.04800) [J]. arXiv preprint arXiv:2101.04800.

- Patrick Tinsley, Adam Czajka, Patrick Flynn .[This Face Does Not Exist ... But It Might Be Yours! Identity Leakage in Generative Models](https://arxiv.org/pdf/2101.05084) [J]. arXiv preprint arXiv:2101.05084.

- Mattijs Baert, Sam Leroux, Pieter Simoens .[Intelligent Frame Selection as a Privacy-Friendlier Alternative to Face Recognition](https://arxiv.org/pdf/2101.07529) [J]. arXiv preprint arXiv:2101.07529.

- Baoliang Chen, Wenhan Yang, Haoliang Li, Shiqi Wang, Sam Kwong .[Camera Invariant Feature Learning for Generalized Face Anti-spoofing](https://arxiv.org/pdf/2101.10075) [J]. arXiv preprint arXiv:2101.10075.

- Jian Zhang, Ying Tai, Taiping Yao, Jia Meng, Shouhong Ding, Chengjie Wang, Jilin Li, Feiyue Huang, Rongrong Ji .[Aurora Guard: Reliable Face Anti-Spoofing via Mobile Lighting System](https://arxiv.org/pdf/2102.00713) [J]. arXiv preprint arXiv:2102.00713.

- Christian Rathgeb, Johannes Merkle, Johanna Scholz, Benjamin Tams, Vanessa Nesterowicz .[Deep Face Fuzzy Vault: Implementation and Performance](https://arxiv.org/pdf/2102.02458) [J]. arXiv preprint arXiv:2102.02458.

- Yomna Safaa El-Din, Mohamed N. Moustafa, Hani Mahdi .[Adversarial Unsupervised Domain Adaptation Guided with Deep Clustering for Face Presentation Attack Detection](https://arxiv.org/pdf/2102.06864) [J]. arXiv preprint arXiv:2102.06864.

- Liming Jiang, Zhengkui Guo, Wayne Wu, Zhaoyang Liu, Ziwei Liu, Chen Change Loy, Shuo Yang, Yuanjun Xiong, Wei Xia, Baoying Chen, Peiyu Zhuang, Sili Li, Shen Chen, Taiping Yao, Shouhong Ding, Jilin Li, Feiyue Huang, Liujuan Cao, Rongrong Ji, Changlei Lu, Ganchao Tan .[DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results](https://arxiv.org/pdf/2102.09471) [J]. arXiv preprint arXiv:2102.09471.

- Sowmen Das, Arup Datta, Md. Saiful Islam, Md. Ruhul Amin .[Improving DeepFake Detection Using Dynamic Face Augmentation](https://arxiv.org/pdf/2102.09603) [J]. arXiv preprint arXiv:2102.09603.

- Jingjing Wang, Jingyi Zhang, Ying Bian, Youyi Cai, Chunmao Wang, Shiliang Pu .[Self-Domain Adaptation for Face Anti-Spoofing](https://arxiv.org/pdf/2102.12129) [J]. arXiv preprint arXiv:2102.12129.

- Yuanhan Zhang, Zhenfei Yin, Jing Shao, Ziwei Liu, Shuo Yang, Yuanjun Xiong, Wei Xia, Yan Xu, Man Luo, Jian Liu, Jianshu Li, Zhijun Chen, Mingyu Guo, Hui Li, Junfu Liu, Pengfei Gao, Tianqi Hong, Hao Han, Shijie Liu, Xinhua Chen, Di Qiu, Cheng Zhen, Dashuang Liang, Yufeng Jin, Zhanlong Hao .[CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results](https://arxiv.org/pdf/2102.12642) [J]. arXiv preprint arXiv:2102.12642.

- Debayan Deb, Xiaoming Liu, Anil K. Jain .[Unified Detection of Digital and Physical Face Attacks](https://arxiv.org/pdf/2104.02156) [J]. arXiv preprint arXiv:2104.02156.

- Ajian Liu, Chenxu Zhao, Zitong Yu, Jun Wan, Anyang Su, Xing Liu, Zichang Tan, Sergio Escalera, Junliang Xing, Yanyan Liang, Guodong Guo, Zhen Lei, Stan Z. Li, Du Zhang .[Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection](https://arxiv.org/pdf/2104.06148) [J]. arXiv preprint arXiv:2104.06148.

- Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel .[Federated Generalized Face Presentation Attack Detection](https://arxiv.org/pdf/2104.06595) [J]. arXiv preprint arXiv:2104.06595.

- Chengrui Wang, Weihong Deng .[Representative Forgery Mining for Fake Face Detection](https://arxiv.org/pdf/2104.06609) [J]. arXiv preprint arXiv:2104.06609.

- Zitong Yu, Xiaobai Li, Pichao Wang, Guoying Zhao .[TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack Detection](https://arxiv.org/pdf/2104.07419) [J]. arXiv preprint arXiv:2104.07419.

- Wei Guo, Benedetta Tondi, Mauro Barni .[A Master Key Backdoor for Universal Impersonation Attack against DNN-based Face Verification](https://arxiv.org/pdf/2105.00249) [J]. arXiv preprint arXiv:2105.00249.

- Zitong Yu, Yunxiao Qin, Hengshuang Zhao, Xiaobai Li, Guoying Zhao .[Dual-Cross Central Difference Network for Face Anti-Spoofing](https://arxiv.org/pdf/2105.01290) [J]. arXiv preprint arXiv:2105.01290.

- Zhihong Chen, Taiping Yao, Kekai Sheng, Shouhong Ding, Ying Tai, Jilin Li, Feiyue Huang, Xinyu Jin .[Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing](https://arxiv.org/pdf/2105.02453) [J]. arXiv preprint arXiv:2105.02453.

- Bangjie Yin, Wenxuan Wang, Taiping Yao, Junfeng Guo, Zelun Kong, Shouhong Ding, Jilin Li, Cong Liu .[Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition](https://arxiv.org/pdf/2105.03162) [J]. arXiv preprint arXiv:2105.03162.

- Weiming Zhuang, Xin Gan, Yonggang Wen, Xuesen Zhang, Shuai Zhang, Shuai Yi .[Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning](https://arxiv.org/pdf/2105.07606) [J]. arXiv preprint arXiv:2105.07606.

- Ankush Panwar, Pratyush Singh, Suman Saha, Danda Pani Paudel, Luc Van Gool .[Unsupervised Compound Domain Adaptation for Face Anti-Spoofing](https://arxiv.org/pdf/2105.08463) [J]. arXiv preprint arXiv:2105.08463.

- Tianxiang Ma, Dongze Li, Wei Wang, Jing Dong .[Face Anonymization by Manipulating Decoupled Identity Representation](https://arxiv.org/pdf/2105.11137) [J]. arXiv preprint arXiv:2105.11137.

- Bowen Yang, Jing Zhang, Zhenfei Yin, Jing Shao .[Few-Shot Domain Expansion for Face Anti-Spoofing](https://arxiv.org/pdf/2106.14162) [J]. arXiv preprint arXiv:2106.14162.

- Zitong Yu, Yunxiao Qin, Xiaobai Li, Chenxu Zhao, Zhen Lei, Guoying Zhao .[Deep Learning for Face Anti-Spoofing: A Survey](https://arxiv.org/pdf/2106.14948) [J]. arXiv preprint arXiv:2106.14948.

- Shubao Liu, Ke-Yue Zhang, Taiping Yao, Kekai Sheng, Shouhong Ding, Ying Tai, Jilin Li, Yuan Xie, Lizhuang Ma .[Dual Reweighting Domain Generalization for Face Presentation Attack Detection](https://arxiv.org/pdf/2106.16128) [J]. arXiv preprint arXiv:2106.16128.

- Ryan Webster, Julien Rabin, Loic Simon, Frederic Jurie .[This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces](https://arxiv.org/pdf/2107.06018) [J]. arXiv preprint arXiv:2107.06018.- Bowen Yang, Jing Zhang, Zhenfei Yin, Jing Shao .[Few-Shot Domain Expansion for Face Anti-Spoofing](https://arxiv.org/pdf/2106.14162) [J]. arXiv preprint arXiv:2106.14162.

- Zitong Yu, Yunxiao Qin, Xiaobai Li, Chenxu Zhao, Zhen Lei, Guoying Zhao .[Deep Learning for Face Anti-Spoofing: A Survey](https://arxiv.org/pdf/2106.14948) [J]. arXiv preprint arXiv:2106.14948.

- Shubao Liu, Ke-Yue Zhang, Taiping Yao, Kekai Sheng, Shouhong Ding, Ying Tai, Jilin Li, Yuan Xie, Lizhuang Ma .[Dual Reweighting Domain Generalization for Face Presentation Attack Detection](https://arxiv.org/pdf/2106.16128) [J]. arXiv preprint arXiv:2106.16128.

- Ryan Webster, Julien Rabin, Loic Simon, Frederic Jurie .[This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces](https://arxiv.org/pdf/2107.06018) [J]. arXiv preprint arXiv:2107.06018.

- Young Eun Kim, Seong-Whan Lee .[Domain Generalization with Pseudo-Domain Label for Face Anti-Spoofing](https://arxiv.org/pdf/2107.06552) [J]. arXiv preprint arXiv:2107.06552.

- Songlin Yang, Wei Wang, Yuehua Cheng, Jing Dong .[A Systematical Solution for Face De-identification](https://arxiv.org/pdf/2107.08581) [J]. arXiv preprint arXiv:2107.08581.

- Benjamin Spetter-Goldstein, Nataniel Ruiz, Sarah Adel Bargal .[Examining the Human Perceptibility of Black-Box Adversarial Attacks on Face Recognition](https://arxiv.org/pdf/2107.09126) [J]. arXiv preprint arXiv:2107.09126.

- Ke-Yue Zhang, Taiping Yao, Jian Zhang, Shice Liu, Bangjie Yin, Shouhong Ding, Jilin Li .[Structure Destruction and Content Combination for Face Anti-Spoofing](https://arxiv.org/pdf/2107.10628) [J]. arXiv preprint arXiv:2107.10628.

- Pawel Drozdowski, Fabian Stockhardt, Christian Rathgeb, Dailé Osorio-Roig, Christoph Busch .[Feature Fusion Methods for Indexing and Retrieval of Biometric Data: Application to Face Recognition with Privacy Protection](https://arxiv.org/pdf/2107.12675) [J]. arXiv preprint arXiv:2107.12675.

- Shubao Liu, Ke-Yue Zhang, Taiping Yao, Mingwei Bi, Shouhong Ding, Jilin Li, Feiyue Huang, Lizhuang Ma .[Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing](https://arxiv.org/pdf/2108.02667) [J]. arXiv preprint arXiv:2108.02667.

- Zhuoyi Zhang, Cheng Jiang, Xiya Zhong, Chang Song, Yifeng Zhang .[Two-stream Convolutional Networks for Multi-frame Face Anti-spoofing](https://arxiv.org/pdf/2108.04032) [J]. arXiv preprint arXiv:2108.04032.

- Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo .[3D High-Fidelity Mask Face Presentation Attack Detection Challenge](https://arxiv.org/pdf/2108.06968) [J]. arXiv preprint arXiv:2108.06968.

- Naser Damer, Kiran Raja, Marius Süßmilch, Sushma Venkatesh, Fadi Boutros, Meiling Fang, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper .[ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation](https://arxiv.org/pdf/2108.09130) [J]. arXiv preprint arXiv:2108.09130.

- Naser Damer, Noemie Spiller, Meiling Fang, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper .[PW-MAD: Pixel-wise Supervision for Generalized Face Morphing Attack Detection](https://arxiv.org/pdf/2108.10291) [J]. arXiv preprint arXiv:2108.10291.

- Mohammad Rostami, Leonidas Spinoulas, Mohamed Hussein, Joe Mathai, Wael Abd-Almageed .[Detection and Continual Learning of Novel Face Presentation Attacks](https://arxiv.org/pdf/2108.12081) [J]. arXiv preprint arXiv:2108.12081.

- Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu .[Robust Attentive Deep Neural Network for Exposing GAN-generated Faces](https://arxiv.org/pdf/2109.02167) [J]. arXiv preprint arXiv:2109.02167.

- Huy H. Nguyen, Sébastien Marcel, Junichi Yamagishi, Isao Echizen .[Master Face Attacks on Face Recognition Systems](https://arxiv.org/pdf/2109.03398) [J]. arXiv preprint arXiv:2109.03398.

- Rizhao Cai, Zhi Li, Renjie Wan, Haoliang Li, Yongjian Hu, Alex Chichung Kot .[Learning Meta Pattern for Face Anti-Spoofing](https://arxiv.org/pdf/2110.06753) [J]. arXiv preprint arXiv:2110.06753.

- Zhi Li, Haoliang Li, Xin Luo, Yongjian Hu, Kwok-Yan Lam, Alex C. Kot .[Asymmetric Modality Translation For Face Presentation Attack Detection](https://arxiv.org/pdf/2110.09108) [J]. arXiv preprint arXiv:2110.09108.

- Yu-Chun Wang, Chien-Yi Wang, Shang-Hong Lai .[Disentangled Representation with Dual-stage Feature Learning for Face Anti-spoofing](https://arxiv.org/pdf/2110.09157) [J]. arXiv preprint arXiv:2110.09157.

- Léo Hemamou, Arthur Guillon, Jean-Claude Martin, Chloé Clavel .[Don't Judge Me by My Face : An Indirect Adversarial Approach to Remove Sensitive Information From Multimodal Neural Representation in Asynchronous Job Video Interviews](https://arxiv.org/pdf/2110.09424) [J]. arXiv preprint arXiv:2110.09424.

- Rui Shao, Bochao Zhang, Pong C. Yuen, Vishal M. Patel .[Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation](https://arxiv.org/pdf/2110.12613) [J]. arXiv preprint arXiv:2110.12613.

- Jennifer Hamblin, Kshitij Nikhal, Benjamin S. Riggan .[Understanding Cross Domain Presentation Attack Detection for Visible Face Recognition](https://arxiv.org/pdf/2111.02548) [J]. arXiv preprint arXiv:2111.02548.

- Meiling Fang, Fadi Boutros, Arjan Kuijper, Naser Damer .[Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection](https://arxiv.org/pdf/2111.04336) [J]. arXiv preprint arXiv:2111.04336.

- Junyoung Byun, Hyojun Go, Changick Kim .[Geometrically Adaptive Dictionary Attack on Face Recognition](https://arxiv.org/pdf/2111.04371) [J]. arXiv preprint arXiv:2111.04371.

- Hengameh Mirzaalian, Mohamed E. Hussein, Leonidas Spinoulas, Jonathan May, Wael Abd-Almageed .[Explaining Face Presentation Attack Detection Using Natural Language](https://arxiv.org/pdf/2111.04862) [J]. arXiv preprint arXiv:2111.04862.

- Yunxiao Qin, Zitong Yu, Longbin Yan, Zezheng Wang, Chenxu Zhao, Zhen Lei .[Meta-Teacher For Face Anti-Spoofing](https://arxiv.org/pdf/2111.06638) [J]. arXiv preprint arXiv:2111.06638.

- Yuyang Sun, Zhiyong Zhang, Changzhen Qiu, Liang Wang, Zekai Wang .[FakeTransformer: Exposing Face Forgery From Spatial-Temporal Representation Modeled By Facial Pixel Variations](https://arxiv.org/pdf/2111.07601) [J]. arXiv preprint arXiv:2111.07601.

- Pedro C. Neto, Ana F. Sequeira, Jaime S. Cardoso .[Myope Models -- Are face presentation attack detection models short-sighted?](https://arxiv.org/pdf/2111.11127) [J]. arXiv preprint arXiv:2111.11127.

- Javier Hernandez-Ortega, Julian Fierrez, Aythami Morales, Javier Galbally .[Introduction to Presentation Attack Detection in Face Biometrics and Recent Advances](https://arxiv.org/pdf/2111.11794) [J]. arXiv preprint arXiv:2111.11794.

- Raghavendra Ramachandra, Kiran Raja, Christoph Busch .[Algorithmic Fairness in Face Morphing Attack Detection](https://arxiv.org/pdf/2111.12115) [J]. arXiv preprint arXiv:2111.12115.

- Zezheng Wang, Zitong Yu, Xun Wang, Yunxiao Qin, Jiahong Li, Chenxu Zhao, Zhen Lei, Xin Liu, Size Li, Zhongyuan Wang .[Consistency Regularization for Deep Face Anti-Spoofing](https://arxiv.org/pdf/2111.12320) [J]. arXiv preprint arXiv:2111.12320.

- Wentian Zhang, Haozhe Liu, Raghavendra Ramachandra, Feng Liu, Linlin Shen, Christoph Busch .[Face Presentation Attack Detection using Taskonomy Feature](https://arxiv.org/pdf/2111.11046) [J]. arXiv preprint arXiv:2111.11046.

- Mahdi Ghafourian, Julian Fierrez, Ruben Vera-Rodriguez, Ignacio Serna, Aythami Morales .[OTB-morph: One-Time Biometrics via Morphing applied to Face Templates](https://arxiv.org/pdf/2111.13213) [J]. arXiv preprint arXiv:2111.13213.

- Hangtong Wu, Dan Zen, Yibo Hu, Hailin Shi, Tao Mei .[Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty Learning](https://arxiv.org/pdf/2112.00568) [J]. arXiv preprint arXiv:2112.00568.

- Nicola Dall'Asen, Yiming Wang, Hao Tang, Luca Zanella, Elisa Ricci .[Graph-based Generative Face Anonymisation with Pose Preservation](https://arxiv.org/pdf/2112.05496) [J]. arXiv preprint arXiv:2112.05496.

- Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Danula Hettiachchi, Ridwan Shariffdeen .[Does a Face Mask Protect my Privacy?: Deep Learning to Predict Protected Attributes from Masked Face Images](https://arxiv.org/pdf/2112.07879) [J]. arXiv preprint arXiv:2112.07879.

- Zitong Yu, Jukka Komulainen, Xiaobai Li, Guoying Zhao .[Review of Face Presentation Attack Detection Competitions](https://arxiv.org/pdf/2112.11290) [J]. arXiv preprint arXiv:2112.11290.

- P. A. Gloor, A. Fronzetti Colladon, E. Altuntas, C. Cetinkaya, M. F. Kaiser, L. Ripperger, T. Schaefer .[Your Face Mirrors Your Deepest Beliefs-Predicting Personality and Morals through Facial Emotion Recognition](https://arxiv.org/pdf/2112.12455) [J]. arXiv preprint arXiv:2112.12455.

- Ke Sun, Taiping Yao, Shen Chen, Shouhong Ding, Jilin L, Rongrong Ji .[Dual Contrastive Learning for General Face Forgery Detection](https://arxiv.org/pdf/2112.13522) [J]. arXiv preprint arXiv:2112.13522.

- Qiqi Gu, Shen Chen, Taiping Yao, Yang Chen, Shouhong Ding, Ran Yi .[Exploiting Fine-grained Face Forgery Clues via Progressive Enhancement Learning](https://arxiv.org/pdf/2112.13977) [J]. arXiv preprint arXiv:2112.13977.

- Shice Liu, Shitao Lu, Hongyi Xu, Jing Yang, Shouhong Ding, Lizhuang Ma .[Feature Generation and Hypothesis Verification for Reliable Face Anti-Spoofing](https://arxiv.org/pdf/2112.14894) [J]. arXiv preprint arXiv:2112.14894.

 



### 2022

- Jag Mohan Singh, Raghavendra Ramachandra .[3D Face Morphing Attacks: Generation, Vulnerability and Detection](https://arxiv.org/pdf/2201.03454) [J]. arXiv preprint arXiv:2201.03454.

- Hanrui Wang, Shuo Wang, Zhe Jin, Yandan Wang, Cunjian Chen, Massimo Tistarell .[Similarity-based Gray-box Adversarial Attack Against Deep Face Recognition](https://arxiv.org/pdf/2201.04011) [J]. arXiv preprint arXiv:2201.04011.

- Jiayi Zhu, Qing Guo, Felix Juefei-Xu, Yihao Huang, Yang Liu, Geguang Pu .[Masked Faces with Faced Masks](https://arxiv.org/pdf/2201.06427) [J]. arXiv preprint arXiv:2201.06427.

- Muni Sreenivas Pydi, Varun Jog .[The Many Faces of Adversarial Risk](https://arxiv.org/pdf/2201.08956) [J]. arXiv preprint arXiv:2201.08956.

- M. Shamanth, Russel Mathias, Dr Vijayalakshmi MN .[Detection of fake faces in videos](https://arxiv.org/pdf/2201.12051) [J]. arXiv preprint arXiv:2201.12051.

- Robert Nichols, Christian Rathgeb, Pawel Drozdowski, Christoph Busch .[Psychophysical Evaluation of Human Performance in Detecting Digital Face Image Manipulations](https://arxiv.org/pdf/2201.12084) [J]. arXiv preprint arXiv:2201.12084.

- Qiang Meng, Feng Zhou, Hainan Ren, Tianshu Feng, Guochao Liu, Yuanqing Lin .[Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters](https://arxiv.org/pdf/2201.12467) [J]. arXiv preprint arXiv:2201.12467.

- Zitong Yu, Chenxu Zhao, Kevin H. M. Cheng, Xu Cheng, Guoying Zhao .[Flexible-Modal Face Anti-Spoofing: A Benchmark](https://arxiv.org/pdf/2202.08192) [J]. arXiv preprint arXiv:2202.08192.

- Ying Bian, Peng Zhang, Jingjing Wang, Chunmao Wang, Shiliang Pu .[Learning Multiple Explainable and Generalizable Cues for Face Anti-spoofing](https://arxiv.org/pdf/2202.10187) [J]. arXiv preprint arXiv:2202.10187.

- Anjith George, David Geissbuhler, Sebastien Marcel .[A Comprehensive Evaluation on Multi-channel Biometric Face Presentation Attack Detection](https://arxiv.org/pdf/2202.10286) [J]. arXiv preprint arXiv:2202.10286.

- Jiong Wang, Zhou Zhao, Weike Jin, Xinyu Duan, Zhen Lei, Baoxing Huai, Yiling Wu, Xiaofei He .[VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation](https://arxiv.org/pdf/2202.10301) [J]. arXiv preprint arXiv:2202.10301.

- Reena Zelenkova, Jack Swallow, M.A.P. Chamikara, Dongxi Liu, Mohan Baruwal Chhetri, Seyit Camtepe, Marthie Grobler, Mahathir Almashor .[Resurrecting Trust in Facial Recognition: Mitigating Backdoor Attacks in Face Recognition to Prevent Potential Privacy Breaches](https://arxiv.org/pdf/2202.10320) [J]. arXiv preprint arXiv:2202.10320.

- Donggeun Ko, Sangjun Lee, Jinyong Park, Saebyeol Shin, Donghee Hong, Simon S. Woo .[Deepfake Detection for Facial Images with Facemasks](https://arxiv.org/pdf/2202.11359) [J]. arXiv preprint arXiv:2202.11359.

- Zuheng Ming, Zitong Yu, Musab Al-Ghadi, Muriel Visani, Muhammad MuzzamilLuqman, Jean-Christophe Burie .[ViTransPAD: Video Transformer using convolution and self-attention for Face Presentation Attack Detection](https://arxiv.org/pdf/2203.01562) [J]. arXiv preprint arXiv:2203.01562.

- Harry Cheng, Yangyang Guo, Tianyi Wang, Qi Li, Tao Ye, Liqiang Nie .[Voice-Face Homogeneity Tells Deepfake](https://arxiv.org/pdf/2203.02195) [J]. arXiv preprint arXiv:2203.02195.

- Xiao Yang, Yinpeng Dong, Tianyu Pang, Zihao Xiao, Hang Su, Jun Zhu .[Controllable Evaluation and Generation of Physical Adversarial Patch on Face Recognition](https://arxiv.org/pdf/2203.04623) [J]. arXiv preprint arXiv:2203.04623.

- Ganglai Wang, Peng Zhang, Lei Xie, Wei Huang, Yufei Zha, Yanning Zhang .[An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection](https://arxiv.org/pdf/2203.05178) [J]. arXiv preprint arXiv:2203.05178.

- Zhuo Wang, Zezheng Wang, Zitong Yu, Weihong Deng, Jiahong Li, Tingting Gao, Zhongyuan Wang .[Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing](https://arxiv.org/pdf/2203.05340) [J]. arXiv preprint arXiv:2203.05340.

- Arbena Musa, Kamer Vishi, Blerim Rexha .[Attack Analysis of Face Recognition Authentication Systems Using Fast Gradient Sign Method](https://arxiv.org/pdf/2203.05653) [J]. arXiv preprint arXiv:2203.05653.

- Naser Damer, César Augusto Fontanillo López, Meiling Fang, Noémie Spiller, Minh Vu Pham, Fadi Boutros .[Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors](https://arxiv.org/pdf/2203.06691) [J]. arXiv preprint arXiv:2203.06691.

- Chi Liu, Huajie Chen, Tianqing Zhu, Jun Zhang, Wanlei Zhou .[Making DeepFakes more spurious: evading deep face forgery detection via trace removal attack](https://arxiv.org/pdf/2203.11433) [J]. arXiv preprint arXiv:2203.11433.

- Hsin-Ping Huang, Deqing Sun, Yaojie Liu, Wen-Sheng Chu, Taihong Xiao, Jinwei Yuan, Hartwig Adam, Ming-Hsuan Yang .[Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofing](https://arxiv.org/pdf/2203.12175) [J]. arXiv preprint arXiv:2203.12175.

- Chien-Yi Wang, Yu-Ding Lu, Shang-Ta Yang, Shang-Hong Lai .[PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition](https://arxiv.org/pdf/2203.14325) [J]. arXiv preprint arXiv:2203.14325.

- Young-Eun Kim, Woo-Jeoung Nam, Kyungseo Min, Seong-Whan Lee .[Style-Guided Domain Adaptation for Face Presentation Attack Detection](https://arxiv.org/pdf/2203.14565) [J]. arXiv preprint arXiv:2203.14565.

- Shuai Jia, Chao Ma, Taiping Yao, Bangjie Yin, Shouhong Ding, Xiaokang Yang .[Exploring Frequency Adversarial Attacks for Face Forgery Detection](https://arxiv.org/pdf/2203.15674) [J]. arXiv preprint arXiv:2203.15674.

- Paarth Neekhara, Shehzeen Hussain, Xinqiao Zhang, Ke Huang, Julian McAuley, Farinaz Koushanfar .[FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes](https://arxiv.org/pdf/2204.01960) [J]. arXiv preprint arXiv:2204.01960.

- Yang Yang, Yiyang Huang, Ming Shi, Kejiang Chen, Weiming Zhang, Nenghai Yu .[Invertible Mask Network for Face Privacy-Preserving](https://arxiv.org/pdf/2204.08895) [J]. arXiv preprint arXiv:2204.08895.

- Shervin Rahimzadeh Arashloo .[Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels](https://arxiv.org/pdf/2204.10675) [J]. arXiv preprint arXiv:2204.10675.

- Hatef Otroshi Shahreza, Vedrana Krivokuća Hahn, Sébastien Marcel .[MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron](https://arxiv.org/pdf/2204.11054) [J]. arXiv preprint arXiv:2204.11054.

- Snipta Mallick, Geraldine Jeckeln, Connor J. Parde, Carlos D. Castillo, Alice J. O'Toole .[The Influence of the Other-Race Effect on Susceptibility to Face Morphing Attacks](https://arxiv.org/pdf/2204.12591) [J]. arXiv preprint arXiv:2204.12591.

- Yuanhan Zhang, Yichao Wu, Zhenfei Yin, Jing Shao, Ziwei Liu .[Robust Face Anti-Spoofing with Dual Probabilistic Modeling](https://arxiv.org/pdf/2204.12685) [J]. arXiv preprint arXiv:2204.12685.

- Zhiqing Guo, Gaobo Yang, Jiyou Chen, Xingming Sun .[Exposing Deepfake Face Forgeries with Guided Residuals](https://arxiv.org/pdf/2205.00753) [J]. arXiv preprint arXiv:2205.00753.

- Zhiqing Guo, Gaobo Yang, Dengyong Zhang, Ming Xia .[Rethinking Gradient Operator for Exposing AI-enabled Face Forgeries](https://arxiv.org/pdf/2205.00767) [J]. arXiv preprint arXiv:2205.00767.

- Eklavya Sarkar, Pavel Korshunov, Laurent Colbois, Sébastien Marcel .[Are GAN-based Morphs Threatening Face Recognition?](https://arxiv.org/pdf/2205.02496) [J]. arXiv preprint arXiv:2205.02496.

- Zhi Li, Rizhao Cai, Haoliang Li, Kwok-Yan Lam, Yongjian Hu, Alex C. Kot .[One-Class Knowledge Distillation for Face Presentation Attack Detection](https://arxiv.org/pdf/2205.03792) [J]. arXiv preprint arXiv:2205.03792.

- Soham S. Sarpotdar .[A Novel Face-Anti Spoofing Neural Network Model For Face Recognition And Detection](https://arxiv.org/pdf/2205.11240) [J]. arXiv preprint arXiv:2205.11240.

- Yaoyao Zhong, Weihong Deng .[OPOM: Customized Invisible Cloak towards Face Privacy Protection](https://arxiv.org/pdf/2205.11981) [J]. arXiv preprint arXiv:2205.11981.

- Yanjie Li, Yiquan Li, Bin Xiao .[A Physical-World Adversarial Attack Against 3D Face Recognition](https://arxiv.org/pdf/2205.13412) [J]. arXiv preprint arXiv:2205.13412.

- Stefan Hörmann, Tianlin Kong, Torben Teepe, Fabian Herzog, Martin Knoche, Gerhard Rigoll .[Face Morphing: Fooling a Face Recognition System Is Simple!](https://arxiv.org/pdf/2205.13796) [J]. arXiv preprint arXiv:2205.13796.

- Songlin Yang, Wei Wang, Chenye Xu, Bo Peng, Jing Dong .[Exposing Fine-grained Adversarial Vulnerability of Face Anti-spoofing Models](https://arxiv.org/pdf/2205.14851) [J]. arXiv preprint arXiv:2205.14851.

- Shehzeen Hussain, Todd Huster, Chris Mesterharm, Paarth Neekhara, Kevin An, Malhar Jere, Harshvardhan Sikka, Farinaz Koushanfar .[ReFace: Real-time Adversarial Attacks on Face Recognition Systems](https://arxiv.org/pdf/2206.04783) [J]. arXiv preprint arXiv:2206.04783.

- Nikolay Sergievskiy, Roman Vlasov, Roman Trusov .[Generalizable Method for Face Anti-Spoofing with Semi-Supervised Learning](https://arxiv.org/pdf/2206.06510) [J]. arXiv preprint arXiv:2206.06510.

- Jiaming Zhang, Qi Yi, Jitao Sang .[JPEG Compression-Resistant Low-Mid Adversarial Perturbation against Unauthorized Face Recognition System](https://arxiv.org/pdf/2206.09410) [J]. arXiv preprint arXiv:2206.09410.

- Xiaoliang Liu, Furao Shen, Jian Zhao, Changhai Nie .[RSTAM: An Effective Black-Box Impersonation Attack on Face Recognition using a Mobile and Compact Printer](https://arxiv.org/pdf/2206.12590) [J]. arXiv preprint arXiv:2206.12590.

- Keshav Kasichainula, Hadi Mansourifar, Weidong Shi .[RAF: Recursive Adversarial Attacks on Face Recognition Using Extremely Limited Queries](https://arxiv.org/pdf/2207.01149) [J]. arXiv preprint arXiv:2207.01149.

- Jiaxin Ai, Zhongyuan Wang, Baojin Huang, Zhen Han .[Deepfake Face Traceability with Disentangling Reversing Network](https://arxiv.org/pdf/2207.03666) [J]. arXiv preprint arXiv:2207.03666.

- Min Ren, Yuhao Zhu, Yunlong Wang, Zhenan Sun .[Perturbation Inactivation Based Adversarial Defense for Face Recognition](https://arxiv.org/pdf/2207.06035) [J]. arXiv preprint arXiv:2207.06035.

- Jiazhen Ji, Huan Wang, Yuge Huang, Jiaxiang Wu, Xingkun Xu, Shouhong Ding, ShengChuan Zhang, Liujuan Cao, Rongrong Ji .[Privacy-Preserving Face Recognition with Learnable Privacy Budgets in Frequency Domain](https://arxiv.org/pdf/2207.07316) [J]. arXiv preprint arXiv:2207.07316.

- Yuxi Mi, Yuge Huang, Jiazhen Ji, Hongquan Liu, Xingkun Xu, Shouhong Ding, Shuigeng Zhou .[DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain](https://arxiv.org/pdf/2207.07340) [J]. arXiv preprint arXiv:2207.07340.

- Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Ran Yi, Shouhong Ding, Lizhuang Ma .[Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing](https://arxiv.org/pdf/2207.09868) [J]. arXiv preprint arXiv:2207.09868.

- Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Ran Yi, Kekai Sheng, Shouhong Ding, Lizhuang Ma .[Generative Domain Adaptation for Face Anti-Spoofing](https://arxiv.org/pdf/2207.10015) [J]. arXiv preprint arXiv:2207.10015.

- Davide Belli, Debasmit Das, Bence Major, Fatih Porikli .[Online Adaptive Personalization for Face Anti-spoofing](https://arxiv.org/pdf/2207.12272) [J]. arXiv preprint arXiv:2207.12272.

- Heng Cong, Rongyu Zhang, Jiarong He, Jin Gao .[Multi-Frames Temporal Abnormal Clues Learning Method for Face Anti-Spoofing](https://arxiv.org/pdf/2208.04076) [J]. arXiv preprint arXiv:2208.04076.

- Zitong Yu, Rizhao Cai, Zhi Li, Wenhan Yang, Jingang Shi, Alex C. Kot .[Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues](https://arxiv.org/pdf/2208.05401) [J]. arXiv preprint arXiv:2208.05401.

- Biying Fu, Naser Damer .[Face Morphing Attacks and Face Image Quality: The Effect of Morphing and the Unsupervised Attack Detection by Quality](https://arxiv.org/pdf/2208.05864) [J]. arXiv preprint arXiv:2208.05864.

- Marco Huber, Fadi Boutros, Anh Thi Luu, Kiran Raja, Raghavendra Ramachandra, Naser Damer, Pedro C. Neto, Tiago Gonçalves, Ana F. Sequeira, Jaime S. Cardoso, João Tremoço, Miguel Lourenço, Sergio Serra, Eduardo Cermeño, Marija Ivanovska, Borut Batagelj, Andrej Kronovšek, Peter Peer, Vitomir Štruc .[SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data](https://arxiv.org/pdf/2208.07337) [J]. arXiv preprint arXiv:2208.07337.

- Zih-Ching Chen, Lin-Hsi Tsao, Chin-Lun Fu, Shang-Fu Chen, Yu-Chiang Frank Wang .[Learning Facial Liveness Representation for Domain Generalized Face Anti-spoofing](https://arxiv.org/pdf/2208.07828) [J]. arXiv preprint arXiv:2208.07828.

- Xiao Guo, Yaojie Liu, Anil Jain, Xiaoming Liu .[Multi-domain Learning for Updating Face Anti-spoofing Models](https://arxiv.org/pdf/2208.11148) [J]. arXiv preprint arXiv:2208.11148.

- Usman Muhammad, Mourad Oussalah .[Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets](https://arxiv.org/pdf/2208.13070) [J]. arXiv preprint arXiv:2208.13070.

- Usman Muhammad, Mourad Oussalah .[Face Anti-Spoofing from the Perspective of Data Sampling](https://arxiv.org/pdf/2208.13164) [J]. arXiv preprint arXiv:2208.13164.

- AprilPyone MaungMaung, Hitoshi Kiya .[StyleGAN Encoder-Based Attack for Block Scrambled Face Images](https://arxiv.org/pdf/2209.07953) [J]. arXiv preprint arXiv:2209.07953.

- Meiling Fang, Wufei Yang, Arjan Kuijper, Vitomir Struc, Naser Damer .[Fairness in Face Presentation Attack Detection](https://arxiv.org/pdf/2209.09035) [J]. arXiv preprint arXiv:2209.09035.

- Chenqi Kong, Shiqi Wang, Haoliang Li .[Digital and Physical Face Attacks: Reviewing and One Step Further](https://arxiv.org/pdf/2209.14692) [J]. arXiv preprint arXiv:2209.14692.

- Jag Mohan Singh, Raghavendra Ramachandra .[Reliable Face Morphing Attack Detection in On-The-Fly Border Control Scenario with Variation in Image Resolution and Capture Distance](https://arxiv.org/pdf/2209.15474) [J]. arXiv preprint arXiv:2209.15474.

- Carlos Aravena, Diego Pasmino, Juan E. Tapia, Christoph Busch .[Impact of Face Image Quality Estimation on Presentation Attack Detection](https://arxiv.org/pdf/2209.15489) [J]. arXiv preprint arXiv:2209.15489.

- Jianwei Fei, Yunshu Dai, Peipeng Yu, Tianrun Shen, Zhihua Xia, Jian Weng .[Learning Second Order Local Anomaly for General Face Forgery Detection](https://arxiv.org/pdf/2209.15490) [J]. arXiv preprint arXiv:2209.15490.

- Zheng Li, Ning Yu, Ahmed Salem, Michael Backes, Mario Fritz, Yang Zhang .[UnGANable: Defending Against GAN-based Face Manipulation](https://arxiv.org/pdf/2210.00957) [J]. arXiv preprint arXiv:2210.00957.

- Jie Liu, Jingjing Wang, Peng Zhang, Chunmao Wang, Di Xie, Shiliang Pu .[Multi-Scale Wavelet Transformer for Face Forgery Detection](https://arxiv.org/pdf/2210.03899) [J]. arXiv preprint arXiv:2210.03899.

- Latifah Abduh, Ioannis Ivrissimtzis .[Race Bias Analysis of Bona Fide Errors in face anti-spoofing](https://arxiv.org/pdf/2210.05366) [J]. arXiv preprint arXiv:2210.05366.

- Haotian Wu, Peipei Wang, Xin Wang, Ji Xiang, Rui Gong .[GGViT:Multistream Vision Transformer Network in Face2Face Facial Reenactment Detection](https://arxiv.org/pdf/2210.05990) [J]. arXiv preprint arXiv:2210.05990.

- Shuai Jia, Bangjie Yin, Taiping Yao, Shouhong Ding, Chunhua Shen, Xiaokang Yang, Chao Ma .[Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition](https://arxiv.org/pdf/2210.06871) [J]. arXiv preprint arXiv:2210.06871.

- Sanjay Saha, Terence Sim .[Is Face Recognition Safe from Realizable Attacks?](https://arxiv.org/pdf/2210.08178) [J]. arXiv preprint arXiv:2210.08178.

- Niklas Bunzel, Lukas Graner .[Face Pasting Attack](https://arxiv.org/pdf/2210.09153) [J]. arXiv preprint arXiv:2210.09153.

- Decheng Liu, Zhan Dang, Chunlei Peng, Yu Zheng, Shuang Li, Nannan Wang, Xinbo Gao .[FedForgery: Generalized Face Forgery Detection with Residual Federated Learning](https://arxiv.org/pdf/2210.09563) [J]. arXiv preprint arXiv:2210.09563.

- Julian Todt, Simon Hanisch, Thorsten Strufe .[Fantômas: Evaluating Reversibility of Face Anonymizations Using a General Deep Learning Attacker](https://arxiv.org/pdf/2210.10651) [J]. arXiv preprint arXiv:2210.10651.

- Wanyi Zhuang, Qi Chu, Zhentao Tan, Qiankun Liu, Haojie Yuan, Changtao Miao, Zixiang Luo, Nenghai Yu .[UIA-ViT: Unsupervised Inconsistency-Aware Method based on Vision Transformer for Face Forgery Detection](https://arxiv.org/pdf/2210.12752) [J]. arXiv preprint arXiv:2210.12752.

- Umur A. Ciftci, Gokturk Yuksek, Ilke Demir .[My Face My Choice: Privacy Enhancing Deepfakes for Social Media Anonymization](https://arxiv.org/pdf/2211.01361) [J]. arXiv preprint arXiv:2211.01361.

- M. Ibsen, C. Rathgeb, F. Brechtel, R. Klepp, K. Pöppelmann, A. George, S. Marcel, C. Busch .[Attacking Face Recognition with T-shirts: Database, Vulnerability Assessment and Detection](https://arxiv.org/pdf/2211.07383) [J]. arXiv preprint arXiv:2211.07383.

- Yan Ju, Shan Jia, Jialing Cai, Haiying Guan, Siwei Lyu .[GLFF: Global and Local Feature Fusion for Face Forgery Detection](https://arxiv.org/pdf/2211.08615) [J]. arXiv preprint arXiv:2211.08615.

- Jag Mohan Singh, Raghavendra Ramachandra .[Deep Composite Face Image Attacks: Generation, Vulnerability and Detection](https://arxiv.org/pdf/2211.11039) [J]. arXiv preprint arXiv:2211.11039.

- Chu-Chun Chuang, Chien-Yi Wang, Shang-Hong Lai .[Generalized Face Anti-Spoofing via Multi-Task Learning and One-Side Meta Triplet Loss](https://arxiv.org/pdf/2211.15955) [J]. arXiv preprint arXiv:2211.15955.

- Haixiao Yue, Keyao Wang, Guosheng Zhang, Haocheng Feng, Junyu Han, Errui Ding, Jingdong Wang .[Cyclically Disentangled Feature Translation for Face Anti-spoofing](https://arxiv.org/pdf/2212.03651) [J]. arXiv preprint arXiv:2212.03651.

- YuYang Sun, ZhiYong Zhang, Isao Echizen, Huy H.Nguyen, ChangZhen Qiu, Lu Sun .[Face Forgery Detection Based on Facial Region Displacement Trajectory Series](https://arxiv.org/pdf/2212.03678) [J]. arXiv preprint arXiv:2212.03678.

- Zitong Yu, Chenxu Zhao, Zhen Lei .[Face Presentation Attack Detection](https://arxiv.org/pdf/2212.03680) [J]. arXiv preprint arXiv:2212.03680.

- Kaicheng Li, Hongyu Yang, Binghui Chen, Pengyu Li, Biao Wang, Di Huang .[Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing](https://arxiv.org/pdf/2212.03943) [J]. arXiv preprint arXiv:2212.03943.

- Sergi D. Bray (1), Shane D. Johnson (1), Bennett Kleinberg (2) ((1) University College London, (2) Tilburg University) .[Testing Human Ability To Detect Deepfake Images of Human Faces](https://arxiv.org/pdf/2212.05056) [J]. arXiv preprint arXiv:2212.05056.

- Matineh Pooshideh .[A Novel Active Solution for Two-Dimensional Face Presentation Attack Detection](https://arxiv.org/pdf/2212.06958) [J]. arXiv preprint arXiv:2212.06958.

- Minh-Ha Le, Niklas Carlsson .[StyleID: Identity Disentanglement for Anonymizing Faces](https://arxiv.org/pdf/2212.13791) [J]. arXiv preprint arXiv:2212.13791.

- Jianwei Fei, Yunshu Dai, Huaming Wang, Zhihua Xia .[Learning to mask: Towards generalized face forgery detection](https://arxiv.org/pdf/2212.14309) [J]. arXiv preprint arXiv:2212.14309.

- Decheng Liu, Zeyang Zheng, Chunlei Peng, Yukai Wang, Nannan Wang, Xinbo Gao .[Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues](https://arxiv.org/pdf/2212.14629) [J]. arXiv preprint arXiv:2212.14629.



### 2023



---

## Face Retrieval

### 2008

- Jose Ignacio Orlicki (CoreLabs, ITBA), Pablo Ignacio Fierens (ITBA), José Ignacio Alvarez-Hamelin (ITBA, CONICET) .[Faceted Ranking of Egos in Collaborative Tagging Systems](https://arxiv.org/pdf/0809.04668) .[J] arXiv preprint arXiv:0809.04668.



### 2012

- Deepak Agarwal, Bee-Chung Chen, Xuanhui Wang .[Multi-Faceted Ranking of News Articles using Post-Read Actions](https://arxiv.org/pdf/1205.00591) .[J] arXiv preprint arXiv:1205.00591.

- Chang Huang, Shenghuo Zhu, Kai Yu .[Large Scale Strongly Supervised Ensemble Metric Learning, with  Applications to Face Verification and Retrieval](https://arxiv.org/pdf/1212.06094) .[J] arXiv preprint arXiv:1212.06094.



### 2014

- D. Johnvictor, G. Selvavinayagam .[Survey on Sparse Coded Features for Content Based Face Image Retrieval](https://arxiv.org/pdf/1402.04888) .[J] arXiv preprint arXiv:1402.04888.



### 2016

- Ognjen Arandjelovic .[Learnt quasi-transitive similarity for retrieval from large collections  of faces](https://arxiv.org/pdf/1603.00560) .[J] arXiv preprint arXiv:1603.00560.

- Binod Bhattarai, Gaurav Sharma, Frederic Jurie .[CP-mtML: Coupled Projection multi-task Metric Learning for Large Scale  Face Retrieval](https://arxiv.org/pdf/1604.02975) .[J] arXiv preprint arXiv:1604.02975.



### 2017

- BingZhang Hu, Feng Zheng, Ling Shao .[Dual-reference Face Retrieval](https://arxiv.org/pdf/1706.00631) .[J] arXiv preprint arXiv:1706.00631.

- Xin Jin, Shiming Ge, Chenggen Song .[Privacy Preserving Face Retrieval in the Cloud for Mobile Users](https://arxiv.org/pdf/1708.02872) .[J] arXiv preprint arXiv:1708.02872.

- Shiv Ram Dubey .[Face Retrieval using Frequency Decoded Local Descriptor](https://arxiv.org/pdf/1709.06508) .[J] arXiv preprint arXiv:1709.06508.

- Shiv Ram Dubey .[Local Directional Relation Pattern for Unconstrained and Robust Face  Retrieval](https://arxiv.org/pdf/1709.09518) .[J] arXiv preprint arXiv:1709.09518.



### 2018

- Shiv Ram Dubey, Snehasis Mukherjee .[LDOP: Local Directional Order Pattern for Robust Face Retrieval](https://arxiv.org/pdf/1803.07441) .[J] arXiv preprint arXiv:1803.07441.

- Shiv Ram Dubey, Soumendu Chakraborty .[Average Biased ReLU Based CNN Descriptor for Improved Face Retrieval](https://arxiv.org/pdf/1804.02051) .[J] arXiv preprint arXiv:1804.02051.

- Ahmad S. Tarawneh, Ahmad B. A. Hassanat, Ceyhun Celik, Dmitry Chetverikov, M. Sohel Rahman, Chaman Verma .[Deep Face Image Retrieval: a Comparative Study with Dictionary Learning](https://arxiv.org/pdf/1812.05490) .[J] arXiv preprint arXiv:1812.05490.



### 2019

- Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen.[Deep Heterogeneous Hashing for Face Video Retrieval](https://arxiv.org/pdf/1911.01048) [J]. arXiv preprint arXiv:1911.01048

- Chuyuan Xiong, Deyuan Zhang, Tao Liu, Xiaoyong Du .[Voice-Face Cross-modal Matching and Retrieval: A Benchmark](https://arxiv.org/pdf/1911.09338) [J]. arXiv preprint arXiv:1911.09338.



### 2021

- Ming Zhang, Xuefei Zhe, Hong Yan .[Orthonormal Product Quantization Network for Scalable Face Image Retrieval](https://arxiv.org/pdf/2107.00327) [J]. arXiv preprint arXiv:2107.00327.

- Young Kyun Jang, Nam Ik Cho .[Similarity Guided Deep Face Image Retrieval](https://arxiv.org/pdf/2107.05025) [J]. arXiv preprint arXiv:2107.05025.



## Face Application

### 2019

- Fuhao Shi, Sung-Fang Tsai, Youyou Wang, Chia-Kai Liang .[Steadiface: Real-Time Face-Centric Stabilization on Mobile Phones](https://arxiv.org/pdf/1905.01382) .[J] arXiv preprint arXiv:1905.01382.

- Javier Hernandez-Ortega, Shigenori Nagae, Julian Fierrez, Aythami Morales .[Quality-based Pulse Estimation from NIR Face Video with Application to Driver Monitoring](https://arxiv.org/pdf/1905.06568) .[J] arXiv preprint arXiv:1905.06568.

- Tae-Hyun Oh, Tali Dekel, Changil Kim, Inbar Mosseri, William T. Freeman, Michael Rubinstein, Wojciech Matusik .[Speech2Face: Learning the Face Behind a Voice](https://arxiv.org/pdf/1905.09773) .[J] arXiv preprint arXiv:1905.09773.

- Yandong Wen, Rita Singh, Bhiksha Raj .[Reconstructing faces from voices](https://arxiv.org/pdf/1905.10604) .[J] arXiv preprint arXiv:1905.10604.

- Guanzhong Tian, Yi Yuan, Yong liu .[Audio2Face: Generating Speech/Face Animation from Single Audio with Attention-Based Bidirectional LSTM Networks](https://arxiv.org/pdf/1905.11142) .[J] arXiv preprint arXiv:1905.11142.

- Utkarsh Sharma, Terumi Umematsu, Masanori Tsujikawa, Yoshifumi Onishi .[Adaptive Heart Rate Estimation from Face Videos](https://arxiv.org/pdf/1905.12366) .[J] arXiv preprint arXiv:1905.12366.

- Sheng-Yu Wang, Oliver Wang, Andrew Owens, Richard Zhang, Alexei A. Efros .[Detecting Photoshopped Faces by Scripting Photoshop](https://arxiv.org/pdf/1906.05856) .[J] arXiv preprint arXiv:1906.05856.

- U. Messer, S. Fausser .[Predicting Social Perception from Faces: A Deep Learning Approach](https://arxiv.org/pdf/1907.00217) .[J] arXiv preprint arXiv:1907.00217.

- Qi He, Qijun Zhao, Ning Liu, Peng Chen, Zhihe Zhang, Rong Hou .[Distinguishing Individual Red Pandas from Their Faces](https://arxiv.org/pdf/1908.03391) .[J] arXiv preprint arXiv:1908.03391.

- Mingliang Chen, Qiang Zhu, Harrison Zhang, Min Wu, Quanzeng Wang .[Respiratory Rate Estimation from Face Videos](https://arxiv.org/pdf/1909.03503) .[J] arXiv preprint arXiv:1909.03503.

- Håkon Hukkelås, Rudolf Mester, Frank Lindseth .[DeepPrivacy: A Generative Adversarial Network for Face Anonymization](https://arxiv.org/pdf/1909.04538) .[J] arXiv preprint arXiv:1909.04538.

- Xuesong Niu, Shiguang Shan, Hu Han, Xilin Chen .[RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation](https://arxiv.org/pdf/1910.11515) .[J] arXiv preprint arXiv:1910.11515.

- Haiping Zhu, Zhizhong Huang, Hongming Shan, Junping Zhang .[Look globally, age locally: Face aging with an attention mechanism](https://arxiv.org/pdf/1910.12771) .[J] arXiv preprint arXiv:1910.12771.

- Milad Kiaee, Adam B Kashlak, Jisu Kim, Giseon Heo .[Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks](https://arxiv.org/pdf/1911.05628) [J]. arXiv preprint arXiv:1911.05628.

- Xiuye Gu, Weixin Luo, Michael S. Ryoo, Yong Jae Lee .[Password-conditioned Anonymization and Deanonymization with Face Identity Transformers](https://arxiv.org/pdf/1911.11759) [J]. arXiv preprint arXiv:1911.11759.



### 2020

- Mohammad Sabokrou, Masoud Pourreza, Xiaobai Li, Mahmood Fathy, Guoying Zhao .[Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions](https://arxiv.org/pdf/2002.04821) .[J] arXiv preprint arXiv:2002.04821

- Debayan Deb, Divyansh Aggarwal, Anil K. Jain .[Child Face Age-Progression via Deep Feature Aging](https://arxiv.org/pdf/2003.08788) .[J] arXiv preprint arXiv:2003.08788

- Nathalie Tkauc, Thao Tran, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez .[Cloud-Based Face and Speech Recognition for Access Control Applications](https://arxiv.org/pdf/2004.11168) [J]. arXiv preprint arXiv:2004.11168.

- Suyash Shandilya, Waris Quamer .[How to read faces without looking at them](https://arxiv.org/pdf/2004.12103) [J]. arXiv preprint arXiv:2004.12103.

- Puneet Gupta, Brojeshwar Bhowmick, Arpan Pal .[MOMBAT: Heart Rate Monitoring from Face Video using Pulse Modeling and Bayesian Tracking](https://arxiv.org/pdf/2005.04618) [J]. arXiv preprint arXiv:2005.04618.

- Soo-Whan Chung, Soyeon Choe, Joon Son Chung, Hong-Goo Kang .[FaceFilter: Audio-visual speech separation using still images](https://arxiv.org/pdf/2005.07074) [J]. arXiv preprint arXiv:2005.07074.

- Leyuan Qu, Cornelius Weber, Stefan Wermter .[Multimodal Target Speech Separation with Voice and Face References](https://arxiv.org/pdf/2005.08335) [J]. arXiv preprint arXiv:2005.08335.

- Javier Hernandez-Ortega, Julian Fierrez, Aythami Morales, David Diaz .[A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos](https://arxiv.org/pdf/2005.11101) [J]. arXiv preprint arXiv:2005.11101.

- Jiuwen Zhu, Hu Han, S. Kevin Zhou .[Human Recognition Using Face in Computed Tomography](https://arxiv.org/pdf/2005.14238) [J]. arXiv preprint arXiv:2005.14238.

- Harim Lee, Myeung Un Kim, Yeongjun Kim, Hyeonsu Lyu, Hyun Jong Yang .[Privacy-Protection Drone Patrol System based on Face Anonymization](https://arxiv.org/pdf/2005.14390) [J]. arXiv preprint arXiv:2005.14390.

- Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana .[Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB](https://arxiv.org/pdf/2006.00825) [J]. arXiv preprint arXiv:2006.00825.

- Zhe Liu, Xianzhi Wang, Lina Yao, Jake An, Lei Bai, Ee-Peng Lim .[Face to Purchase: Predicting Consumer Choices with Structured Facial and Behavioral Traits Embedding](https://arxiv.org/pdf/2007.06842) [J]. arXiv preprint arXiv:2007.06842.

- Amirali Abdolrashidi, Mehdi Minaei, Elham Azimi, Shervin Minaee .[Age and Gender Prediction From Face Images Using Attentional Convolutional Network](https://arxiv.org/pdf/2010.03791) [J]. arXiv preprint arXiv:2010.03791.

- Jungseok Hong, Sadman Sakib Enan, Christopher Morse, Junaed Sattar .[Visual Diver Face Recognition for Underwater Human-Robot Interaction](https://arxiv.org/pdf/2011.09556) [J]. arXiv preprint arXiv:2011.09556.

- Yusuke Niiro, Marcelo Kallmann .[Assembling a Pipeline for 3D Face Interpolation](https://arxiv.org/pdf/2011.09657) [J]. arXiv preprint arXiv:2011.09657.

- Doruk Pancaroglu .[Artist, Style And Year Classification Using Face Recognition And Clustering With Convolutional Neural Networks](https://arxiv.org/pdf/2012.01009) [J]. arXiv preprint arXiv:2012.01009.

- Djoanna Marie V. Salac .[PRESENT: An Android-Based Class Attendance Monitoring System Using Face Recognition Technology](https://arxiv.org/pdf/2012.01907) [J]. arXiv preprint arXiv:2012.01907.

- Agelos Kratimenos, Georgios Pavlakos, Petros Maragos .[Independent Sign Language Recognition with 3D Body, Hands, and Face Reconstruction](https://arxiv.org/pdf/2012.05698) [J]. arXiv preprint arXiv:2012.05698.



### 2021

- Zekun Wang, Pengwei Wang, Peter C. Louis, Lee E. Wheless, Yuankai Huo .[WearMask: Fast In-browser Face Mask Detection with Serverless Edge Computing for COVID-19](https://arxiv.org/pdf/2101.00784) [J]. arXiv preprint arXiv:2101.00784.

- Moein Razavi, Hamed Alikhani, Vahid Janfaza, Benyamin Sadeghi, Ehsan Alikhani .[An Automatic System to Monitor the Physical Distance and Face Mask Wearing of Construction Workers in COVID-19 Pandemic](https://arxiv.org/pdf/2101.01373) [J]. arXiv preprint arXiv:2101.01373.

- Mayank Gupta, Lingjun Chen, Denny Yu, Vaneet Aggarwal .[A Supervised Learning Approach for Robust Health Monitoring using Face Videos](https://arxiv.org/pdf/2102.00322) [J]. arXiv preprint arXiv:2102.00322.

- Nael Fasfous, Manoj-Rohit Vemparala, Alexander Frickenstein, Lukas Frickenstein, Walter Stechele .[BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices](https://arxiv.org/pdf/2102.03456) [J]. arXiv preprint arXiv:2102.03456.

- [Labelling]Andrew Brown, Ernesto Coto, Andrew Zisserman .[Automated Video Labelling: Identifying Faces by Corroborative Evidence](https://arxiv.org/pdf/2102.05645) [J]. arXiv preprint arXiv:2102.05645.

- Nagashri Lakshminarayana, Yifang Liu, Karthik Dantu, Venu Govindaraju, Nils Napp .[Active Face Frontalization using Commodity Unmanned Aerial Vehicles](https://arxiv.org/pdf/2102.08542) [J]. arXiv preprint arXiv:2102.08542.

- Panpan Zhang, Bin Li, Jinye Peng, Wei Jiang .[Multi-hierarchical Convolutional Network for Efficient Remote Photoplethysmograph Signal and Heart Rate Estimation from Face Video Clips](https://arxiv.org/pdf/2104.02260) [J]. arXiv preprint arXiv:2104.02260.

- Dipesh Gyawali, Prashanga Pokharel, Ashutosh Chauhan, Subodh Chandra Shakya .[Age Range Estimation using MTCNN and VGG-Face Model](https://arxiv.org/pdf/2104.08585) [J]. arXiv preprint arXiv:2104.08585.

- Zeqi Li, Ruowei Jiang, Parham Aarabi .[Continuous Face Aging via Self-estimated Residual Age Embedding](https://arxiv.org/pdf/2105.00020) [J]. arXiv preprint arXiv:2105.00020.

- Yixin Hu, Xingyu Li .[CoverTheFace: face covering monitoring and demonstrating using deep learning and statistical shape analysis](https://arxiv.org/pdf/2108.10430) [J]. arXiv preprint arXiv:2108.10430.

- Yiming Qian, Cheikh Brahim El Vaigh, Yuta Nakashima, Benjamin Renoust, Hajime Nagahara, Yutaka Fujioka .[Built Year Prediction from Buddha Face with Heterogeneous Labels](https://arxiv.org/pdf/2109.00812) [J]. arXiv preprint arXiv:2109.00812.

- Khawla Mallat, Fabiola Becerra-Riera, Annette Morales-González, Heydi Méndez-Vázquez, Jean-Luc Dugelay .[Does Melania Trump have a body double from the perspective of automatic face recognition?](https://arxiv.org/pdf/2109.02283) [J]. arXiv preprint arXiv:2109.02283.

- Samhita Kanaparthy, Manisha Padala, Sankarshan Damle, Sujit Gujar .[Fair Federated Learning for Heterogeneous Face Data](https://arxiv.org/pdf/2109.02351) [J]. arXiv preprint arXiv:2109.02351.

- Zhaodong Sun, Juhani Junttila, Mikko Tulppo, Tapio Seppänen, Xiaobai Li .[Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks](https://arxiv.org/pdf/2110.07610) [J]. arXiv preprint arXiv:2110.07610.

- Andy Catruna, Adrian Cosma, Ion Emilian Radoi .[From Face to Gait: Weakly-Supervised Learning of Gender Information from Walking Patterns](https://arxiv.org/pdf/2111.00538) [J]. arXiv preprint arXiv:2111.00538.

- Preetha S, Sheela S V .[Security Monitoring System Using FaceNet For Wireless Sensor Network](https://arxiv.org/pdf/2112.01305) [J]. arXiv preprint arXiv:2112.01305.

- Majid Farzaneh .[ArcFace Knows the Gender, Too!](https://arxiv.org/pdf/2112.10101) [J]. arXiv preprint arXiv:2112.10101.

- Haoyi Wang, Victor Sanchez, Chang-Tsun Li .[Improving Face-Based Age Estimation with Attention-Based Dynamic Patch Fusion](https://arxiv.org/pdf/2112.10167) [J]. arXiv preprint arXiv:2112.10167.

- Muhammad Saad Saeed, Muhammad Haris Khan, Shah Nawaz, Muhammad Haroon Yousaf, Alessio Del Bue .[Fusion and Orthogonal Projection for Improved Face-Voice Association](https://arxiv.org/pdf/2112.10483) [J]. arXiv preprint arXiv:2112.10483.



### 2022

- Constantino Álvarez Casado, Miguel Bordallo López .[Face2PPG: An unsupervised pipeline for blood volume pulse extraction from faces](https://arxiv.org/pdf/2202.04101) [J]. arXiv preprint arXiv:2202.04101.

- Jialiang Zhuang, Bin Li, Yun Zhang, Xiujuan Zheng .[InsightNet: non-contact blood pressure measuring network based on face video](https://arxiv.org/pdf/2203.03634) [J]. arXiv preprint arXiv:2203.03634.

- Andrew Melnik, Eren Akbulut, Jannik Sheikh, Kira Loos, Michael Buettner, Tobias Lenze .[Faces: AI Blitz XIII Solutions](https://arxiv.org/pdf/2204.01081) [J]. arXiv preprint arXiv:2204.01081.

- Zhimin Zhang, Zheng Wang, Wei Hu .[Unsupervised Manga Character Re-identification via Face-body and Spatial-temporal Associated Clustering](https://arxiv.org/pdf/2204.04621) [J]. arXiv preprint arXiv:2204.04621.

- Anish Khazane, Julien Hoachuck, Krzysztof J. Gorgolewski, Russell A. Poldrack .[DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation](https://arxiv.org/pdf/2205.15536) [J]. arXiv preprint arXiv:2205.15536.

- Alexander Waibel, Moritz Behr, Fevziye Irem Eyiokur, Dogucan Yaman, Tuan-Nam Nguyen, Carlos Mullov, Mehmet Arif Demirtas, Alperen Kantarcı, Stefan Constantin, Hazım Kemal Ekenel .[Face-Dubbing++: Lip-Synchronous, Voice Preserving Translation of Videos](https://arxiv.org/pdf/2206.04523) [J]. arXiv preprint arXiv:2206.04523.

- Xu Yang, Daoyuan Wu, Xiao Yi, Jimmy H. M. Lee, Tan Lee .[iExam: A Novel Online Exam Monitoring and Analysis System Based on Face Detection and Recognition](https://arxiv.org/pdf/2206.13356) [J]. arXiv preprint arXiv:2206.13356.

- Youlong Ding, Xueyang Wu, Zhitao Li, Zeheng Wu, Shengqi Tan, Qian Xu, Weike Pan, Qiang Yang .[An Efficient Industrial Federated Learning Framework for AIoT: A Face Recognition Application](https://arxiv.org/pdf/2206.13398) [J]. arXiv preprint arXiv:2206.13398.

- Christen Millerdurai, Lotfy Abdel Khaliq, Timon Ulrich .[Show Me Your Face, And I'll Tell You How You Speak](https://arxiv.org/pdf/2206.14009) [J]. arXiv preprint arXiv:2206.14009.

- Guillermo Gomez-Trenado (1), Stéphane Lathuilière (2), Pablo Mesejo (1), Óscar Cordón (1) ((1) DaSCI research institute, DECSAI, University of Granada, Granada, Spain, (2) LTCI, Télécom-Paris, Intitute Polytechnique de Paris, Palaiseau, France) .[Custom Structure Preservation in Face Aging](https://arxiv.org/pdf/2207.11025) [J]. arXiv preprint arXiv:2207.11025.

- Ankit Jha, Ishita, Pratham G. Shenwai, Ayush Batra, Siddharth Kotian, Piyush Modi .[GesSure- A Robust Face-Authentication enabled Dynamic Gesture Recognition GUI Application](https://arxiv.org/pdf/2207.11033) [J]. arXiv preprint arXiv:2207.11033.

- Michael Wan, Xiaofei Huang, Bethany Tunik, Sarah Ostadabbas .[Automatic Assessment of Infant Face and Upper-Body Symmetry as Early Signs of Torticollis](https://arxiv.org/pdf/2210.15022) [J]. arXiv preprint arXiv:2210.15022.

- Y. Zarghami, S. Mafeld, A. Conway, B. Taati .[Pain Detection in Masked Faces during Procedural Sedation](https://arxiv.org/pdf/2211.06694) [J]. arXiv preprint arXiv:2211.06694.

- Ashwin Rao .[AttenFace: A Real Time Attendance System using Face Recognition](https://arxiv.org/pdf/2211.07582) [J]. arXiv preprint arXiv:2211.07582.

- Daniel Arkushin, Bar Cohen, Shmuel Peleg, Ohad Fried .[ReFace: Improving Clothes-Changing Re-Identification With Face Features](https://arxiv.org/pdf/2211.13807) [J]. arXiv preprint arXiv:2211.13807.

- Zhongyu Fang, Aoyun He, Qihui Yu, Baopeng Gao, Weiping Ding, Tong Zhang, Lei Ma .[FAF: A novel multimodal emotion recognition approach integrating face, body and text](https://arxiv.org/pdf/2211.15425) [J]. arXiv preprint arXiv:2211.15425.

- Andreas Gavros, Foteini Gavrou .[Can a face tell us anything about an NBA prospect? -- A Deep Learning approach](https://arxiv.org/pdf/2212.06804) [J]. arXiv preprint arXiv:2212.06804.



### 2023



## Model Acceleration && Model Compression

- Weidong Shi, Guanghui Ren, Yunpeng Chen, Shuicheng Yan .[ProxylessKD: Direct Knowledge Distillation with Inherited Classifier for Face Recognition](https://arxiv.org/pdf/2011.00265) [J]. arXiv preprint arXiv:2011.00265.

- Chen J, He T, Zhuo W, et al. [TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing](https://arxiv.org/abs/2203.10489)[J]. arXiv preprint arXiv:2203.10489, 2022.
[code:[JierunChen/TVConv](https://github.com/JierunChen/TVConv)]



## Others



- Minsu Kim, Joanna Hong, Se Jin Park, Yong Man Ro .[Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face Video](https://arxiv.org/pdf/2204.01265) [J]. arXiv preprint arXiv:2204.01265.

- Jianrong Wang, Zixuan Wang, Xiaosheng Hu, Xuewei Li, Qiang Fang, Li Liu .[Residual-guided Personalized Speech Synthesis based on Face Image](https://arxiv.org/pdf/2204.01672) [J]. arXiv preprint arXiv:2204.01672.

- Boqing Zhu, Kele Xu, Changjian Wang, Zheng Qin, Tao Sun, Huaimin Wang, Yuxing Peng .[Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype Contrast](https://arxiv.org/pdf/2204.14057) [J]. arXiv preprint arXiv:2204.14057.

- Marc Tanti, Shaun Abdilla, Adrian Muscat, Claudia Borg, Reuben A. Farrugia, Albert Gatt .[Face2Text revisited: Improved data set and baseline results](https://arxiv.org/pdf/2205.12342) [J]. arXiv preprint arXiv:2205.12342.

- Xinya Ji, Hang Zhou, Kaisiyuan Wang, Qianyi Wu, Wayne Wu, Feng Xu, Xun Cao .[EAMM: One-Shot Emotional Talking Face via Audio-Based Emotion-Aware Motion Model](https://arxiv.org/pdf/2205.15278) [J]. arXiv preprint arXiv:2205.15278.

- Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe .[AV-Gaze: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-Profilic Faces](https://arxiv.org/pdf/2207.03048) [J]. arXiv preprint arXiv:2207.03048.

- Renke Wang, Ifeoma Nwogu .[A Probabilistic Model Of Interaction Dynamics for Dyadic Face-to-Face Settings](https://arxiv.org/pdf/2207.04566) [J]. arXiv preprint arXiv:2207.04566.

- 【Dataset】Cheng-hsin Wuu, Ningyuan Zheng, Scott Ardisson, Rohan Bali, Danielle Belko, Eric Brockmeyer, Lucas Evans, Timothy Godisart, Hyowon Ha, Alexander Hypes, Taylor Koska, Steven Krenn, Stephen Lombardi, Xiaomin Luo, Kevyn McPhail, Laura Millerschoen, Michal Perdoch, Mark Pitts, Alexander Richard, Jason Saragih, Junko Saragih, Takaaki Shiratori, Tomas Simon, Matt Stewart, Autumn Trimble, Xinshuo Weng, David Whitewolf, Chenglei Wu, Shoou-I Yu, Yaser Sheikh .[Multiface: A Dataset for Neural Face Rendering](https://arxiv.org/pdf/2207.11243) [J]. arXiv preprint arXiv:2207.11243.

- Muhammad Saad Saeed, Shah Nawaz, Muhammad Haris Khan, Sajid Javed, Muhammad Haroon Yousaf, Alessio Del Bue .[Learning Branched Fusion and Orthogonal Projection for Face-Voice Association](https://arxiv.org/pdf/2208.10238) [J]. arXiv preprint arXiv:2208.10238.

- 【Dataset】Brian DeCann, Kirill Trapeznikov .[Comprehensive Dataset of Face Manipulations for Development and Evaluation of Forensic Tools](https://arxiv.org/pdf/2208.11776) [J]. arXiv preprint arXiv:2208.11776.



---

## Piplines



- [seetaface/SeetaFaceEngine](https://github.com/seetaface/SeetaFaceEngine)

---

## DataSets



- Kai Zhang, Vítor Albiero, Kevin W. Bowyer .[A Method for Curation of Web-Scraped Face Image Datasets](https://arxiv.org/pdf/2004.03074) [J]. arXiv preprint arXiv:2004.03074.

- 【Datasets】Philipp Terhörst, Daniel Fährmann, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper .[MAAD-Face: A Massively Annotated Attribute Dataset for Face Images](https://arxiv.org/pdf/2012.01030) [J]. arXiv preprint arXiv:2012.01030.

- Domenick Poster, Matthew Thielke, Robert Nguyen, Srinivasan Rajaraman, Xing Di, Cedric Nimpa Fondje, Vishal M. Patel, Nathaniel J. Short, Benjamin S. Riggan, Nasser M. Nasrabadi, Shuowen Hu .[A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset](https://arxiv.org/pdf/2101.02637) [J]. arXiv preprint arXiv:2101.02637.

- Anselmo Ferreira, Ehsan Nowroozi, Mauro Barni .[VIPPrint: A Large Scale Dataset of Printed and Scanned Images for Synthetic Face Images Detection and Source Linking](https://arxiv.org/pdf/2102.06792) [J]. arXiv preprint arXiv:2102.06792.



> * **2D face recognition**   

> * **Video face recognition**   

> * **3D face recognition**   

> * **Anti-spoofing**   

> * **cross age and cross pose**   

> * **Face Detection**   

> * **Face Attributes**   

> * **Others**   



#### 2D face recognition



| Datasets                   | Description                                                  | Links                                                        | Publish Time |

| -------------------------- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------ |

| **CASIA-WebFace**          | **10,575** subjects and **494,414** images                   | [Download](http://www.cbsr.ia.ac.cn/english/CASIA-WebFace-Database.html) | 2014         |

| **MegaFace**🏅              | **1 million** faces, **690K** identities                     | [Download](http://megaface.cs.washington.edu/)               | 2016         |

| **MS-Celeb-1M**🏅           | about **10M** images for **100K** celebrities   Concrete measurement to evaluate the performance of recognizing one million celebrities | [Download](http://www.msceleb.org)                           | 2016         |

| **LFW**🏅                   | **13,000** images of faces collected from the web. Each face has been labeled with the name of the person pictured.  **1680** of the people pictured have two or more distinct photos in the data set. | [Download](http://vis-www.cs.umass.edu/lfw/)                 | 2007         |

| **VGG Face2**🏅             | The dataset contains **3.31 million** images of **9131** subjects (identities), with an average of 362.6 images for each subject. | [Download](http://www.robots.ox.ac.uk/~vgg/data/vgg_face2/)  | 2017         |

| **UMDFaces Dataset-image** | **367,888 face annotations** for **8,277 subjects.**         | [Download](http://www.umdfaces.io)                           | 2016         |

| **Trillion Pairs**🏅        | Train: **MS-Celeb-1M-v1c** &  **Asian-Celeb** Test: **ELFW&DELFW** | [Download](http://trillionpairs.deepglint.com/overview)      | 2018         |

| **FaceScrub**              | It comprises a total of **106,863** face images of male and female **530** celebrities, with about **200 images per person**. | [Download](http://vintage.winklerbros.net/facescrub.html)    | 2014         |

| **Mut1ny**🏅                | head/face segmentation dataset contains over 17.3k labeled images | [Download](http://www.mut1ny.com/face-headsegmentation-dataset) | 2018         |

| **IMDB-Face**              | The dataset contains about 1.7 million faces, 59k identities, which is manually cleaned from 2.0 million raw images. | [Download](https://github.com/fwang91/IMDb-Face)             | 2018         |



#### video face recognition 



| Datasets                    | Description                                                  | Links                                                        | Publish Time |

| --------------------------- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------ |

| **YouTube Face**🏅           | The data set contains **3,425** videos of **1,595** different people. | [Download](http://www.cs.tau.ac.il/%7Ewolf/ytfaces/)         | 2011         |

| **UMDFaces Dataset-video**🏅 | Over **3.7 million** annotated video frames from over **22,000** videos of **3100 subjects.** | [Download](http://www.umdfaces.io)                           | 2017         |

| **PaSC**                    | The challenge includes 9,376 still images and 2,802 videos of 293 people. | [Download](https://www.nist.gov/programs-projects/point-and-shoot-face-recognition-challenge-pasc) | 2013         |

| **YTC**                     | The data consists of two parts: video clips (1910 sequences of 47 subjects) and initialization data(initial frame face bounding boxes, manually marked). | [Download](http://seqamlab.com/youtube-celebrities-face-tracking-and-recognition-dataset/) | 2008         |

| **iQIYI-VID**🏅              | The iQIYI-VID dataset **contains 500,000 videos clips of 5,000 celebrities, adding up to 1000 hours**. This dataset supplies multi-modal cues, including face, cloth, voice, gait, and subtitles, for character identification. | [Download](http://challenge.ai.iqiyi.com/detail?raceId=5b1129e42a360316a898ff4f) | 2018         |



#### 3D face recognition 



| Datasets       | Description                                                  | Links                                                        | Publish Time |

| -------------- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------ |

| **Bosphorus**🏅 | 105 subjects and 4666 faces 2D & 3D face data                | [Download](http://bosphorus.ee.boun.edu.tr/default.aspx)     | 2008         |

| **BD-3DFE**    | Analyzing **Facial Expressions** in **3D** Space             | [Download](http://www.cs.binghamton.edu/~lijun/Research/3DFE/3DFE_Analysis.html) | 2006         |

| **ND-2006**    | 422 subjects and 9443 faces 3D Face Recognition              | [Download](https://sites.google.com/a/nd.edu/public-cvrl/data-sets) | 2006         |

| **FRGC V2.0**  | 466 subjects and 4007 of 3D Face, Visible Face Images        | [Download](https://sites.google.com/a/nd.edu/public-cvrl/data-sets) | 2005         |

| **B3D(AC)^2**  | **1000** high quality, dynamic **3D scans** of faces, recorded while pronouncing a set of English sentences. | [Download](http://www.vision.ee.ethz.ch/datasets/b3dac2.en.html) | 2010         |



#### Anti-spoofing  



| Datasets          | \# of subj. / \# of sess. | Links                                                        | Year | Spoof attacks attacks | Publish Time |

| ----------------- | :-----------------------: | ------------------------------------------------------------ | ---- | --------------------- | ------------ |

| **NUAA**          |           15/3            | [Download](http://parnec.nuaa.edu.cn/xtan/data/nuaaimposterdb.html) | 2010 | **Print**             | 2010         |

| **CASIA-MFSD**    |           50/3            | Download(link failed)                                        | 2012 | **Print, Replay**     | 2012         |

| **Replay-Attack** |           50/1            | [Download](https://www.idiap.ch/dataset/replayattack)        | 2012 | **Print, 2 Replay**   | 2012         |

| **MSU-MFSD**      |           35/1            | [Download](https://www.cse.msu.edu/rgroups/biometrics/Publications/Databases/MSUMobileFaceSpoofing/index.htm) | 2015 | **Print, 2 Replay**   | 2015         |

| **MSU-USSA**      |          1140/1           | [Download](http://biometrics.cse.msu.edu/Publications/Databases/MSU_USSA/) | 2016 | **2 Print, 6 Replay** | 2016         |

| **Oulu-NPU**      |           55/3            | [Download](https://sites.google.com/site/oulunpudatabase/)   | 2017 | **2 Print, 6 Replay** | 2017         |

| **Siw**           |           165/4           | [Download](http://cvlab.cse.msu.edu/spoof-in-the-wild-siw-face-anti-spoofing-database.html) | 2018 | **2 Print, 4 Replay** | 2018         |



#### cross age and cross pose



| Datasets     | Description                                                  | Links                                                        | Publish Time |

| ------------ | :----------------------------------------------------------- | ------------------------------------------------------------ | ------------ |

| **CACD2000** | The dataset contains more than 160,000 images of 2,000 celebrities with **age ranging from 16 to 62**. | [Download](http://bcsiriuschen.github.io/CARC/)              | 2014         |

| **FGNet**    | The dataset contains more than 1002 images of 82 people with **age ranging from 0 to 69**. | [Download](http://www-prima.inrialpes.fr/FGnet/html/benchmarks.html) | 2000         |

| **MPRPH**    | The MORPH database contains **55,000** images of more than **13,000** people within the age ranges of **16** to **77** | [Download](http://www.faceaginggroup.com/morph/)             | 2016         |

| **CPLFW**    | we construct a Cross-Pose LFW (CPLFW) which deliberately searches and selects **3,000 positive face pairs** with **pose difference** to add pose variation to intra-class variance. | [Download](http://www.whdeng.cn/cplfw/index.html)            | 2017         |

| **CALFW**    | Thereby we construct a Cross-Age LFW (CALFW) which deliberately searches and selects **3,000 positive face pairs** with **age gaps** to add aging process intra-class variance. | [Download](http://www.whdeng.cn/calfw/index.html)            | 2017         |



### 📌Face Detection



| Datasets       | Description                                                  | Links                                                       | Publish Time |

| -------------- | ------------------------------------------------------------ | ----------------------------------------------------------- | ------------ |

| **FDDB**🏅      | **5171** faces in a set of **2845** images                   | [Download](http://vis-www.cs.umass.edu/fddb/index.html)     | 2010         |

| **Wider-face** | **32,203** images and label **393,703** faces with a high degree of variability in scale, pose and occlusion, organized based on **61** event classes | [Download](http://mmlab.ie.cuhk.edu.hk/projects/WIDERFace/) | 2015         |

| **AFW**        | AFW dataset is built using Flickr images. It has **205** images with **473** labeled faces. For each face, annotations include a rectangular **bounding box**, **6 landmarks** and the **pose angles**. | [Download](http://www.ics.uci.edu/~xzhu/face/)              | 2013         |

| **MALF**       | MALF is the first face detection dataset that supports fine-gained evaluation. MALF consists of **5,250** images and **11,931** faces. | [Download](http://www.cbsr.ia.ac.cn/faceevaluation/)        | 2015         |



### 📌 Face Attributes 



| Datasets                             | Description                                                  | Links                                                        | Key features                                 | Publish Time |

| ------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ | -------------------------------------------- | ------------ |

| **CelebA**                           | **10,177** number of **identities**,  **202,599** number of **face images**, and  **5 landmark locations**, **40 binary attributes** annotations per image. | [Download](http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html) | **attribute & landmark**                     | 2015         |

| **IMDB-WIKI**                        | 500k+ face images with **age** and **gender** labels         | [Download](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/) | **age & gender**                             | 2015         |

| **Adience**                          | Unfiltered faces for **gender** and **age** classification   | [Download](http://www.openu.ac.il/home/hassner/Adience/data.html) | **age & gender**                             | 2014         |

| **WFLW**🏅                            | WFLW contains **10000 faces** (7500 for training and 2500 for testing) with **98 fully manual annotated landmarks**. | [Download](https://wywu.github.io/projects/LAB/WFLW.html)    | **landmarks**                                | 2018         |

| **Caltech10k Web Faces**             | The dataset has 10,524 human faces of various resolutions and in **different settings** | [Download](http://www.vision.caltech.edu/Image_Datasets/Caltech_10K_WebFaces/#Description) | **landmarks**                                | 2005         |

| **EmotioNet**                        | The EmotioNet database includes**950,000 images** with **annotated AUs**.  A **subset** of the images in the EmotioNet database correspond to **basic and compound emotions.** | [Download](http://cbcsl.ece.ohio-state.edu/EmotionNetChallenge/index.html#overview) | **AU and Emotion**                           | 2017         |

| **RAF( Real-world Affective Faces)** | **29672** number of **real-world images**,  including **7** classes of basic emotions and **12** classes of compound emotions,  **5 accurate landmark locations**,  **37 automatic landmark locations**, **race, age range** and  **gender** **attributes** annotations per image | [Download](  )         | **Emotions、landmark、race、age and gender** | 2017         |



### 📌 Others：



| Datasets           | Description                                                  | Links                                                        | Publish Time |

| ------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------ |

| **IJB C/B/A**🏅     | IJB C/B/A is currently running **three challenges** related to  **face detection, verification, identification, and identity clustering.** | [Download](https://www.nist.gov/programs-projects/face-challenges) | 2015         |

| **MOBIO**          | **bi-modal** (**audio** and **video**) data taken from 152 people. | [Download](https://www.idiap.ch/dataset/mobio)               | 2012         |

| **BANCA**          | The BANCA database was captured in four European languages in **two modalities** (**face** and **voice**). | [Download](http://www.ee.surrey.ac.uk/CVSSP/banca/)          | 2014         |

| **3D Mask Attack** | **76500** frames of **17** persons using Kinect RGBD with eye positions (Sebastien Marcel). | [Download](https://www.idiap.ch/dataset/3dmad)               | 2013         |

| **WebCaricature**  | **6042** **caricatures** and **5974 photographs** from **252 persons** collected from the web | [Download](https://cs.nju.edu.cn/rl/WebCaricature.htm)       | 2018         |