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: about 1 year ago
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Host: GitHub
URL: https://github.com/ChanChiChoi/awesome-Face_Recognition
Owner: ChanChiChoi
Created: 2018-11-09T06:16:47.000Z (over 7 years ago)
Default Branch: master
Last Pushed: 2023-02-09T07:02:58.000Z (over 3 years ago)
Last Synced: 2024-05-23T06:29:43.761Z (about 2 years ago)
Topics: face-alignment, face-detection, face-generation, face-recognition, face-reconstruction, face-retrieval, face-superresolution, face-tracking, face-transfer
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Open Issues: 7
Metadata Files:
- Readme: README.md
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awesomeai - Face Detection & Recognition
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awesome-ai-list-guide - awesome-Face_Recognition - Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval; (CV)
awesome-machine-learning-resources - **[List - Face_Recognition?style=social) (Table of Contents)
awesome-face-detection-and-recognition - ChanChiChoi/awesome-Face_Recognition - Face_Recognition?style=social"/> : 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. (Summary)
awesome-computer-vision - Awesome Face Recognition
awesome-yolo-object-detection - ChanChiChoi/awesome-Face_Recognition - Face_Recognition?style=social"/> : 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. (Object Detection Applications)
ultimate-awesome - 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;. (Other Lists / TeX Lists)
StarryDivineSky - ChanChiChoi/awesome-Face_Recognition - Face_Recognition是一个人脸识别相关论文的资源集合，涵盖了人脸识别领域的多个关键方向。它整理了人脸检测、人脸对齐、人脸识别（包括身份验证和身份确认）、人脸表征等方面的论文。此外，该项目还涉及人脸重建、人脸追踪、人脸超分辨率和去模糊、人脸生成和合成、人脸迁移、人脸反欺骗以及人脸检索等前沿课题。该项目旨在为研究人员和开发者提供全面的人脸识别领域文献参考，方便大家快速了解和掌握相关技术。通过该项目，用户可以系统地学习人脸识别的各个分支，并深入了解最新的研究进展。该资源库对于从事人脸识别研究和应用开发的人员来说，是一个非常有价值的参考资料。 (人像_姿势_3D人脸 / 资源传输下载)
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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.

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