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https://github.com/cvlab-uob/Awesome-Gaze-Estimation

Awesome Curated List of Eye Gaze Estimation Paper
https://github.com/cvlab-uob/Awesome-Gaze-Estimation

List: Awesome-Gaze-Estimation

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Awesome Curated List of Eye Gaze Estimation Paper

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Awesome Work on Gaze Estimation




Table of Contents








Review Papers



[Cheng-etal2021 arXiv] Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark [PDF]



Yihua Cheng, Haofei Wang, Yiwei Bao, Feng Lu



[Kar-Corcoran2017 IEEE] A Review and Analysis of Eye-Gaze Estimation Systems, Algorithms and Performance Evaluation Methods in Consumer Platforms. [PDF]



Anuradha Kar and Peter Corcoran



[Gawande-Nathaney2017 IRJET] A Survey on Gaze Estimation Techniques in Smartphone. [PDF]



Akshay A Gawande and Prof. Gangotri Nathaney



[Wang-etal2015 ISKE] A Survey on Gaze Estimation. [PDF]



Xiaomeng Wang and Kang Liu and Xu Qian



[Sireesha-etal2013 LNEE] A Survey on Gaze Estimation Techniques. [PDF]



M. V. Sireesha and P. A. Vijaya and K. Chellamma



[Hansen-Ji2010 TPAMI] In the Eye of the Beholder: A Survey of Models for Eyes and Gaze. [PDF]



D.W. Hansen and Qiang Ji



[Ould-etal2008 HAL] A history of eye gaze tracking. [PDF]



Abdallahi Ould and Mohamed Matthieu and Perreira Da Silva and Vincent Courboulay



[Morimoto-Mimica2005 CVIU] Eye gaze tracking techniques for interactive applications. [PDF]



Carlos H. Morimoto and Marcio R.M. Mimica





Journal Papers



[Che-etal2020 IEEE TIP] How is Gaze Influenced by Image Transformations? Dataset and Model.[PDF]



	Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min, Guodong Guo, Patrick Le Callet



[Martinikorena-etal2020 IEEE TIP] Low Cost Gaze Estimation: Knowledge-Based Solutions. [PDF]



Ion Martinikorena, Andoni Larumbe-Bergera, Mikel Ariz, Sonia Porta, Rafael Cabeza, Arantxa Villanueva



[Cheng-etal2020 IEEE TIP] Gaze Estimation by Exploring Two-Eye Asymmetry. [PDF]



	Yihua Cheng, Xucong Zhang, Feng Lu, Yoichi Sato



[Huang-etal2020 IEEE TIP] Mutual Context Network for Jointly Estimating Egocentric Gaze and Action. [PDF]



Yifei Huang, Minjie Cai, Zhenqiang Li, Feng Lu, Yoichi Sato



[Tamura-etal2018 IEEE Access] Unconstrained and Calibration-Free Gaze Estimation in a Room-Scale Area Using a Monocular Camera. [PDF]



Kimimasa Tamura and Ran Choi and Yoshimitsu Aoki



[Kang-etal2018 IEEE Access] A Robust Extrinsic Calibration Method for Non-Contact Gaze Tracking in the 3-D Space. [PDF]



Mun-Cheon Kang and Cheol-Hwan Yoo and Kwang-Hyun Uhm and Dae-Hong Lee and Sung-Jea Ko



[Cazzato-etal2018 PJBR] Real-time gaze estimation via pupil center tracking. [PDF]



Dario Cazzato and Fabio Dominio and Roberto Manduchi and Silvia M. Castro



[Zhang-etal2017 TPAMI] MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation. [PDF]



Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling



[Lu-etal2017 TIP] Appearance-Based Gaze Estimation via Uncalibrated Gaze Pattern Recovery. [PDF]



Feng Lu and Xiaowu Chen and Yoichi Sato



[Tonsen-etal2017 IMWUT] InvisibleEye: Mobile Eye Tracking Using Multiple Low-Resolution Cameras and Learning-Based Gaze Estimation. [PDF]



Marc Tonsen and Julian Steil and Yusuke Sugano and Andreas Bulling



[Cazzato-etal2016 PRL] A low-cost and calibration-free gaze estimator for soft biometrics: An explorative study. [PDF]



Dario Cazzato and Andrea Evangelista and Marco Leo and Pierluigi Carcagní and Cosimo Distante



[Cristina-Camilleri2016 CVIU] Model-based head pose-free gaze estimation for assistive communication. [PDF]



Stefania Cristina and Kenneth P. Camilleri



[George-Routray2016 IET CV] Fast and accurate algorithm for eye localisation for gaze tracking in low-resolution images. [PDF]



Anjith George and Aurobinda Routray



[Mora-Odobez2015 VisRes] Gaze Estimation in the 3D Space Using RGB-D Sensors. [PDF]



Kenneth A. Funes-Mora and Jean-Marc Odobez



[Parks-etal2015 VisRes] Augmented saliency model using automatic 3D head pose detection and learned gaze following in natural scenes. [PDF]



Daniel Parks and Ali Borji and Laurent Itti



[Sugano-etal2015 THMS] Appearance-Based Gaze Estimation With Online Calibration From Mouse Operations. [PDF]



Yusuke Sugano and Yasuyuki Matsushita and Yoichi Sato and Hideki Koike



[Fridman-etal2015 MIS] Driver Gaze Region Estimation Without Using Eye Movement. [PDF]



Lex Fridman and Philipp Langhans and Joonbum Lee and Bryan Reimer



[Gwon-etal2014 Sensors] Gaze Tracking System for User Wearing Glasses. [PDF]



Su Gwon and Chul Cho and Hyeon Lee and Won Lee and Kang Park



[Lu-etal2014 TPAMI] Adaptive Linear Regression for Appearance-Based Gaze Estimation. [PDF]



Feng Lu and Yusuke Sugano and Takahiro Okabe and Yoichi Sato



[Lu-etal2014a IVC] Learning gaze biases with head motion for head pose-free gaze estimation. [PDF]



Feng Lu and Takahiro Okabe and Yusuke Sugano and Yoichi Sato



[Sun-etal2014 TMM] Real-Time Gaze Estimation with Online Calibration. [PDF]



Li Sun and Mingli Song and Zicheng Liu and Ming-Ting Sun



[Sugano-etal2013 TPAMI] Appearance-Based Gaze Estimation Using Visual Saliency. [PDF]



Yusuke Sugano and Yasuyuki Matsushita and Yoichi Sato



[Gwon-etal2013 IJARS] Robust Eye and Pupil Detection Method for Gaze Tracking. [PDF]



Su Yeong Gwon and Chul Woo Cho and Hyeon Chang Lee and Won Oh Lee and Kang Ryoung Park



[Corcoran-etal2012 TCE] Real-time eye gaze tracking for gaming design and consumer electronics systems. [PDF]



Peter Corcoran and Florin Nanu and Stefan Petrescu and Petronel Bigioi



[Valenti-etal2012 TIP] Combining Head Pose and Eye Location Information for Gaze Estimation. [PDF]



R. Valenti and N. Sebe and T. Gevers



[Lee-etal2010 TCE] Gaze tracking system at a distance for controlling IPTV. [PDF]



Hyeon Lee and Duc Luong and Chul Cho and Eui Lee and Kang Park



[Morimoto-Mimica2005 CVIU] Eye gaze tracking techniques for interactive applications. [PDF]



Carlos H. Morimoto and Marcio R.M. Mimica





Conference Papers





2023 CVPR



[Cai-etal2023] ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection[PDF]



Xin Cai, Jiabei Zeng, Shiguang Shan, Xilin CHEN



[Jin-etal2023] Source-free Adaptive Gaze Estimation with Uncertainty Reduction[PDF]



Shiwei Jin, Zhen Wang, Lei Wang, Ning Bi, Truong Nguyen



[Ruzzi-etal2023] GazeNeRF: 3D-Aware Gaze Redirection with Neural Radiance Fields[PDF]



Alessandro Ruzzi, Xiangwei Shi, Xi Wang, Gengyan Li, Shalini De Mello, Hyung Jin Chang, Xucong Zhang, Otmar Hilliges





2022 ECCV



[Isaac-etal2022] Look Both Ways: Self-Supervising Driver Gaze Estimation and Road Scene Saliency[PDF]



Isaac H Kasahara, Simon Stent, Hyun Soo Park





2022 CVPR



[Bao-etal2022] ESCNet: Gaze Target Detection with the Understanding of 3D Scenes[PDF]



Jun Bao, Buyu Liu, Jun Yu



[Nonaka-etal2022] Dynamic 3D Gaze from Afar: Deep Gaze Estimation from Temporal Eye-Head-Body Coordination[PDF]



Soma Nonaka, Shohei Nobuhara, Ko Nishino



[Wang-etal2022] GaTector: A Unified Framework for Gaze Object Prediction[PDF]



Binglu Wang, Tao Hu, Baoshan Li, Xiaojuan Chen, Zhijie Zhang



[Zhang-etal2022] GazeOnce: Real-Time Multi-Person Gaze Estimation[PDF]



Mingfang Zhang, Yunfei Liu, Feng Lu



[Tu-etal2022] End-to-End Human-Gaze-Target Detection with Transformers[PDF]



Danyang Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai, Wei Shen



[Bao-etal2022] Generalizing Gaze Estimation with Rotation Consistency[PDF]



Yiwei Bao, Yunfei Liu, Haofei Wang, Feng Lu



[Wang-etal2022] Contrastive Regression for Domain Adaptation on Gaze Estimation[PDF]



Yaoming Wang, Yangzhou Jiang, Jin Li, Bingbing Ni, Wenrui Dai, Chenglin Li, Hongkai Xiong, Teng Li





2021 CVPR



[Fang-etal2021] Dual Attention Guided Gaze Target Detection in the Wild[PDF]



Yi Fang, Jiapeng Tang, Wang Shen, Wei Shen, Xiao Gu, Li Song, Guangtao Zhai



[Zhong-etal2021] Glance and Gaze: Inferring Action-Aware Points for One-Stage Human-Object Interaction Detection[PDF]



Xubin Zhong, Xian Qu, Changxing Ding, Dacheng Tao



[Kothari-etal2021] Weakly-Supervised Physically Unconstrained Gaze Estimation[PDF]



Rakshit Kothari, Shalini De Mello, Umar Iqbal, Wonmin Byeon, Seonwook Park, Jan Kautz



[Liu-etal2021] Goal-Oriented Gaze Estimation for Zero-Shot Learning[PDF]



Yang Liu, Lei Zhou, Xiao Bai, Yifei Huang, Lin Gu, Jun Zhou, Tatsuya Harada



[Meng-etal2021] Connecting What To Say With Where To Look by Modeling Human Attention Traces[PDF]



Zihang Meng, Licheng Yu, Ning Zhang, Tamara L. Berg, Babak Damavandi, Vikas Singh, Amy Bearman



[Tomas-etal2021 CVPRW] GOO: A Dataset for Gaze Object Prediction in Retail Environments[PDF]



	Henri Tomas, Marcus Reyes, Raimarc Dionido, Mark Ty, Jonric Mirando, Joel Casimiro, Rowel Atienza, Richard Guinto



[Poulopoulos-etal2021 CVPRW] PupilTAN: A Few-Shot Adversarial Pupil Localizer[PDF]



	Nikolaos Poulopoulos, Emmanouil Z. Psarakis, Dimitrios Kosmopoulos



[Murthy-etal2021 CVPRW] Appearance-Based Gaze Estimation Using Attention and Difference Mechanism[PDF]



	Murthy L R D, Pradipta Biswas



[Siegfried-etal2021 CVPRW] Visual Focus of Attention Estimation in 3D Scene With an Arbitrary Number of Targets[PDF]



	Remy Siegfried, Jean-Marc Odobez





2021 Others



[Cheng-etal2021 arXiv] Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark[PDF]



	Yihua Cheng, Haofei Wang, Yiwei Bao, Feng Lu



[Cheng-etal2021 arXiv] PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation[PDF]



	Yihua Cheng, Yiwei Bao, Feng Lu



[Cai-etal2021 arXiv] Gaze Estimation with an Ensemble of Four Architectures[PDF]



	Xin Cai, Boyu Chen, Jiabei Zeng, Jiajun Zhang, Yunjia Sun, Xiao Wang, Zhilong Ji, Xiao Liu, Xilin Chen, Shiguang Shan



[Bao-etal2021 arXiv] The Story in Your Eyes: An Individual-difference-aware Model for Cross-person Gaze Estimation[PDF]



	Jun Bao, Buyu Liu, Jun Yu



[Ji-etal2021 arXiv] Bayesian Eye Tracking[PDF]



	Qiang Ji, Kang Wang



[Jindal-etal2021 arXiv] CUDA-GR: Controllable Unsupervised Domain Adaptation for Gaze Redirection[PDF]



	Swati Jindal, Xin Eric Wang



[Yu-etal2021 arXiv] Glance-and-Gaze Vision Transformer[PDF]



	Qihang Yu, Yingda Xia, Yutong Bai, Yongyi Lu, Alan Yuille, Wei Shen



[Cheng-etal2021 arXiv] Gaze Estimation using Transformer[PDF]



	Yihua Cheng, Feng Lu





2020 ECCV



[Zhang-etal2020] ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation.[PDF]



Xucong Zhang, Seonwook Park, Thabo Beeler, Derek Bradley, Siyu Tang , Otmar Hilliges 



[Park-etal2020] Towards End-to-end Video-based Eye-Tracking.[PDF]



Seonwook Park, Emre Aksan, Xucong Zhang, Otmar Hilliges 



[Lee-etal2020] Deep Learning-based Pupil Center Detection for Fast and Accurate Eye Tracking System.[PDF]



Kang Il Lee, Jung Ho Jeon, Byung Cheol Song 





2020 CVPR



[Yu-etal2020] Unsupervised Representation Learning for Gaze Estimation.[PDF]



Yu Yu, Jean-Marc Odobez 



[Pal-etal2020] "Looking at the Right Stuff" - Guided Semantic-Gaze for Autonomous Driving.[PDF]



Anwesan Pal, Sayan Mondal, Henrik I. Christensen 





2020 Others



[Fang-etal2020 ICIP] Identifying Children with Autism Spectrum Disorder Based on Gaze-Following.[PDF]



	Yi Fang, Huiyu Duan, Fangyu Shi, Xiongkuo Min, Guangtao Zhai



[Guo-etal2020 ACCV] Domain Adaptation Gaze Estimation by Embedding with Prediction Consistency.[PDF]



Zidong Guo, Zejian Yuan, Chong Zhang, Wanchao Chi, Yonggen Ling, Shenghao Zhang 



[Chen-etal2020 WACV] Offset Calibration for Appearance-Based Gaze Estimation via Gaze Decomposition.[PDF]



Zhaokang Chen, Bertram Shi 



[Dias-etal2020 WACV] Gaze Estimation for Assisted Living Environments.[PDF]



Philipe Ambrozio Dias, Damiano Malafronte, Henry Medeiros, Francesca Odone 



[Kaur-etal2020 WACV] EyeGAN: Gaze-Preserving, Mask-Mediated Eye Image Synthesis.[PDF]



Harsimran Kaur, Roberto Manduchi



[Wang-etal2020 WACV] Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild.[PDF]



Zhecan Wang, Jian Zhao, Cheng Lu, Fan Yang, Han Huang, lianji li, Yandong Guo



[Zhang-etal2020 BMVC] Learning-based Region Selection for End-to-End Gaze Estimation.[PDF]



Xucong Zhang, Yusuke Sugano, Andreas Bulling and Otmar Hilliges



[Sood-etal2020 NeurIPS] Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention.[PDF]



Ekta Sood, Simon Tannert, Philipp Mueller, Andreas Bulling



[Zheng-etal2020 NeurIPS] Self-Learning Transformations for Improving Gaze and Head Redirection.[PDF]



Yufeng Zheng, Seonwook Park, Xucong Zhang, Shalini De Mello, Otmar Hilliges



[Zheng-etal2020 NeurIPS] Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains.[PDF]



Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne Haake



[Orhan-etal2020 NeurIPS] Self-supervised learning through the eyes of a child.[PDF]



Emin Orhan, Vaibhav Gupta, Brenden M. Lake



[Cheng-etal2020 AAAI] A Coarse-to-Fine Adaptive Network for Appearance-Based Gaze Estimation.[PDF]



Yihua Cheng, Shiyao Huang, Fei Wang, Chen Qian, Feng Lu





2019 ICCV



[Fan-etal2019] Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning. [PDF]



Lifeng Fan, Wenguan Wang, Siyuan Huang, Xinyu Tang, Song-Chun Zhu 



[Kellnhofer-etal2019] Gaze360: Physically Unconstrained Gaze Estimation in the Wild. [PDF]



Petr Kellnhofer, Adria Recasens, Simon Stent, Wojciech Matusik, Antonio Torralba 



[He-etal2019] Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks. [PDF]



Zhe He, Adrian Spurr, Xucong Zhang, Otmar Hilliges 



[Park-etal2019] Few-Shot Adaptive Gaze Estimation. [PDF]



Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges, Jan Kautz 





2019 CVPR



[Xiong-etal2019] Mixed Effects Neural Networks (MeNets) With Applications to Gaze Estimation. [PDF]



Yunyang Xiong, Hyunwoo J. Kim, Vikas Singh



[Yu-etal2019] Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis. [PDF]



Yu Yu, Gang Liu, Jean-Marc Odobez



[Wang-etal2019] Neuro-Inspired Eye Tracking With Eye Movement Dynamics. [PDF]



Kang Wang, Hui Su, Qiang Ji



[Wang-etal2019] Generalizing Eye Tracking With Bayesian Adversarial Learning. [PDF]



Kang Wang, Rui Zhao, Hui Su, Qiang Ji





2019 Others



[Hickson-etal2019 WACV] Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras. [PDF]



Steven Hickson, Nick Dufour, Avneesh Sud, Vivek Kwatra, Irfan A. Essa



[Lian-etal2019 AAAI] RGBD Based Gaze Estimation via Multi-Task CNN.[PDF]



Dongze Lian, Ziheng Zhang, Weixin Luo, Lina Hu, Minye Wu, Zechao Li, Jingyi Yu, Shenghua Gao





2018 ECCV



[Fischer-etal2018] RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments. [PDF]



Tobias Fischer, Hyung Jin Chang, Yiannis Demiris



[Yohanandan-etal2018] Saliency Preservation in Low-Resolution Grayscale Images. [PDF]



Shivanthan Yohanandan, Andy Song, Adrian G. Dyer, Dacheng Tao



[Jiang-etal2018] DeepVS: A Deep Learning Based Video Saliency Prediction Approach. [PDF]



Lai Jiang, Mai Xu, Tie Liu, Minglang Qiao, Zulin Wang



[Kummerer-etal2018] Saliency Benchmarking Made Easy: Separating Models, Maps and Metrics. [PDF]



Matthias Kummerer, Thomas S. A. Wallis, Matthias Bethge



[Zheng-etal2018] Task-driven Webpage Saliency. [PDF]



Quanlong Zheng, Jianbo Jiao, Ying Cao, Rynson W.H. Lau



[Zhang-etal2018] Saliency Detection in 360° Videos. [PDF]



Ziheng Zhang, Yanyu Xu, Jingyi Yu, Shenghua Gao



[Song-etal2018] Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection. [PDF]



Hongmei Song, Wenguan Wang, Sanyuan Zhao, Jianbing Shen, Kin-Man Lam



[Fan-etal2018] Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground. [PDF]



Deng-Ping Fan, Ming-Ming Cheng, Jiang-Jiang Liu, Shang-Hua Gao, Qibin Hou, Ali Borji



[Li-etal2018] Contour Knowledge Transfer for Salient Object Detection. [PDF]



Xin Li, Fan Yang, Hong Cheng, Wei Liu, Dinggang Shen



[Fan-etal2018] Associating Inter-image Salient Instances for Weakly Supervised Semantic Segmentation. [PDF]



Ruochen Fan, Qibin Hou, Ming-Ming Cheng, Gang Yu, Ralph R. Martin, Shi-Min Hu



[Chen-etal2018] Reverse Attention for Salient Object Detection. [PDF]



Shuhan Chen, Xiuli Tan, Ben Wang, Xuelong Hu



[Brau-etal2018] Multiple-Gaze Geometry: Inferring Novel 3D Locations from Gazes Observed in Monocular Video. [PDF]



Ernesto Brau, Jinyan Guan, Tanya Jeffries, Kobus Barnard



[Recasens-etal2018] Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks. [PDF]



Adrià Recasens, Petr Kellnhofer, Simon Stent, Wojciech Matusik, Antonio Torralba



[Li-etal2018] In the Eye of Beholder: Joint Learning of Gaze and Actions in First Person Video. [PDF]



Yin Li, Miao Liu, James M. Rehg



[Huang-etal2018] Predicting Gaze in Egocentric Video by Learning Task-Dependent Attention Transition. [PDF]



Yifei Huang, Minjie Cai, Zhenqiang Li, Yoichi Sato



[Produkin-etal2018] Deep Directional Statistics: Pose Estimation with Uncertainty Quantification. [PDF]



Sergey Prokudin, Peter Gehler , Sebastian Nowozin



[Chong-etal2018] Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency. [PDF]



Eunji Chong and Nataniel Ruiz and Yongxin Wang and Yun Zhang and Agata Rozga and James Rehg



[Park-etal2018] Deep Pictorial Gaze Estimation. [PDF]



Seonwook Park and Adrian Spurr and Otmar Hilliges



[Cheng-etal2018] Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression. [PDF]



Cheng, Yihua and Lu, Feng and Zhang, Xucong



[Yu-etal2018 ECCVW] Deep Multitask Gaze Estimation with a Constrained Landmark-Gaze Model. [PDF]



Yu Yu, Gang Liu, Jean-Marc Odobez





2018 CVPR



[Zhang-etal2018] Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective. [PDF]



Jing Zhang, Tong Zhang, Yuchao Dai, Mehrtash Harandi, Richard Hartley



[Yu-etal2018] Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation. [PDF]



Qihang Yu, Lingxi Xie, Yan Wang, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille



[Gorji-etal2018] Going From Image to Video Saliency: Augmenting Image Salience With Dynamic Attentional Push. [PDF]



Siavash Gorji, James J. Clark



[Islam-etal2018] Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. [PDF]



Md Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce



[Wang-etal2018] Revisiting Video Saliency: A Large-Scale Benchmark and a New Model. [PDF]



Wenguan Wang, Jianbing Shen, Fang Guo, Ming-Ming Cheng, Ali Borji



[Li-etal2018] Flow Guided Recurrent Neural Encoder for Video Salient Object Detection. [PDF]



Guanbin Li, Yuan Xie, Tianhao Wei, Keze Wang, Liang Lin



[Wang-etal2018] Detect Globally, Refine Locally: A Novel Approach to Saliency Detection. [PDF]



Tiantian Wang, Lihe Zhang, Shuo Wang, Huchuan Lu, Gang Yang, Xiang Ruan, Ali Borji



[Liu-etal2018] PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection. [PDF]



Nian Liu, Junwei Han, Ming-Hsuan Yang



[Chen-Li2018] Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection. [PDF]



Hao Chen, Youfu Li



[Wang-etal2018] Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display. [PDF]



Shizheng Wang, Wenjuan Liao, Phil Surman, Zhigang Tu, Yuanjin Zheng, Junsong Yuan



[Zhang-etal2018] A Bi-Directional Message Passing Model for Salient Object Detection. [PDF]



Lu Zhang, Ju Dai, Huchuan Lu, You He, Gang Wang



[Wang-etal2018] Salient Object Detection Driven by Fixation Prediction. [PDF]



Wenguan Wang, Jianbing Shen, Xingping Dong, Ali Borji



[Zeng-etal2018] Learning to Promote Saliency Detectors. [PDF]



Yu Zeng, Huchuan Lu, Lihe Zhang, Mengyang Feng, Ali Borji



[Cheng-etal2018] Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos. [PDF]



Hsien-Tzu Cheng, Chun-Hung Chao, Jin-Dong Dong, Hao-Kai Wen, Tyng-Luh Liu, Min Sun



[Li-etal2018] Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification. [PDF]



Shuang Li, Slawomir Bak, Peter Carr, Xiaogang Wang



[Zhang-etal2018] Progressive Attention Guided Recurrent Network for Salient Object Detection. [PDF]



Xiaoning Zhang, Tiantian Wang, Jinqing Qi, Huchuan Lu, Gang Wang



[Zhu-etal2018] End-to-end Flow Correlation Tracking with Spatial-temporal Attention. [PDF]



Zheng Zhu, Wei Wu, Wei Zou, Junjie Yan



[Dolhansky-Ferrer2018] Eye In-Painting with Exemplar Generative Adversarial Networks. [PDF]



Brian Dolhansky, Cristian Canton Ferrer



[Xu-etal2018] Gaze Prediction in Dynamic 360° Immersive Videos. [PDF]



Yanyu Xu, Yanbing Dong, Junru Wu, Zhengzhong Sun, Zhiru Shi, Jingyi Yu, Shenghua Gao



[Wang-etal2018] A Hierarchical Generative Model for Eye Image Synthesis and Eye Gaze Estimation. [PDF]



Kang Wang, Rui Zhao, Qiang Ji



[Vasudevan-etal2018] Object Referring in Videos with Language and Human Gaze. [PDF]



Arun Balajee Vasudevan, Dengxin Dai, Luc Van Gool



[Fan-etal2018] Inferring Shared Attention in Social Scene Videos. [PDF]



Fan, Lifeng and Chen, Yixin and Wei, Ping and Wang, Wenguan and Zhu, Song-Chun



[Wei-etal2018] Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks. [PDF]



Ping Wei, Yang Liu, Tianmin Shu, Nanning Zheng, Song-Chun Zhu



[Ranjan-etal2018 CVPRW] Light-weight Head Pose Invariant Gaze Tracking. [PDF]



Rajeev Ranjan, Shalini De Mello, Jan Kautz





2018 Others



[Palmero-etal2018 BMVC] Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues. [PDF]



Cristina Palmero, Javier Selva, Mohammad Ali Bagheri, Sergio Escalera



[Liu-etal2018 BMVC] A Differential Approach for Gaze Estimation with Calibration. [PDF]



Liu, Gang and Yu, Yu and Funes-Mora, Kenneth A and Odobez, Jean-Marc and SA, Eyeware Tech





2017 ICCV



[Zhang-etal2017]  Supervision by Fusion: Towards Unsupervised Learning of Deep Salient Object Detector. [PDF]



Dingwen Zhang, Junwei Han, Yu Zhang



[Wang-etal2017]  A Stagewise Refinement Model for Detecting Salient Objects in Images. [PDF]



Tiantian Wang, Ali Borji, Lihe Zhang, Pingping Zhang, Huchuan Lu



[He-etal2017]  Delving Into Salient Object Subitizing and Detection. [PDF]



Shengfeng He, Jianbo Jiao, Xiaodan Zhang, Guoqiang Han, Rynson W.H. Lau



[Chen-etal2017]  Look, Perceive and Segment: Finding the Salient Objects in Images via Two-Stream Fixation-Semantic CNNs. [PDF]



Xiaowu Chen, Anlin Zheng, Jia Li, Feng Lu



[Zhang-etal2017]  Learning Uncertain Convolutional Features for Accurate Saliency Detection. [PDF]



Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Baocai Yin



[Zhang-etal2017]  Amulet: Aggregating Multi-Level Convolutional Features for Salient Object Detection. [PDF]



Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Xiang Ruan



[Zhu-etal2017]  Saliency Pattern Detection by Ranking Structured Trees. [PDF]



Lei Zhu, Haibin Ling, Jin Wu, Huiping Deng, Jin Liu



[Leifman-etal2017] Learning Gaze Transitions From Depth to Improve Video Saliency Estimation. [PDF]



George Leifman, Dmitry Rudoy, Tristan Swedish, Eduardo Bayro-Corrochano, Ramesh Raskar



[Wang-Ji2017] Real Time Eye Gaze Tracking With 3D Deformable Eye-Face Model. [PDF]



Kang Wang, Qiang Ji



[Deng-Zhu2017] Monocular Free-Head 3D Gaze Tracking with Deep Learning and Geometry Constraints. [PDF]



Haoping Deng and Wangjiang Zhu



[Recasens-etal2017] Following Gaze in Video. [PDF]



Adria Recasens and Carl Vondrick and Aditya Khosla and Antonio Torralba





2017 CVPR



[Shrivastava-etal2017] Learning From Simulated and Unsupervised Images Through Adversarial Training. [PDF]



Ashish Shrivastava, Tomas Pfister, Oncel Tuzel, Joshua Susskind, Wenda Wang, Russell Webb



[Wang-etal2017] Learning to Detect Salient Objects With Image-Level Supervision. [PDF]



Lijun Wang, Huchuan Lu, Yifan Wang, Mengyang Feng, Dong Wang, Baocai Yin, Xiang Ruan



[Ramanishka-etal2017] Top-Down Visual Saliency Guided by Captions. [PDF]



Vasili Ramanishka, Abir Das, Jianming Zhang, Kate Saenko



[Luo-etal2017] Non-Local Deep Features for Salient Object Detection. [PDF]



Zhiming Luo, Akshaya Mishra, Andrew Achkar, Justin Eichel, Shaozi Li, Pierre-Marc Jodoin



[Xia-etal2017] What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors. [PDF]



Changqun Xia, Jia Li, Xiaowu Chen, Anlin Zheng, Yu Zhang



[Hou-etal2017] Deeply Supervised Salient Object Detection With Short Connections. [PDF]



Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Ali Borji, Zhuowen Tu, Philip H. S. Torr



[Li-etal2017] Instance-Level Salient Object Segmentation. [PDF]



Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu



[Hu-etal2017] Deep Level Sets for Salient Object Detection. [PDF]



Ping Hu, Bing Shuai, Jun Liu, Gang Wang



[Tavakoli-etal2017] Saliency Revisited: Analysis of Mouse Movements Versus Fixations. [PDF]



Hamed R. Tavakoli, Fawad Ahmed, Ali Borji, Jorma Laaksonen



[Karessli-etal2017] Gaze Embeddings for Zero-Shot Image Classification. [PDF]



Nour Karessli, Zeynep Akata, Bernt Schiele, Andreas Bulling



[Zhang-etal2017] Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks. [PDF]



Mengmi Zhang, Keng Teck Ma, Joo Hwee Lim, Qi Zhao, Jiashi Feng



[Zhang-etal2017 CVPRW] It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation. [PDF]



Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling





2017 Others



[Zhang-etal2017 UIST] Everyday Eye Contact Detection Using Unsupervised Gaze Target Discovery. [PDF]



Xucong Zhang and Yusuke Sugano and Andreas Bulling





2016 ECCV



[Wood-etal2016] A 3D Morphable Eye Region Model for Gaze Estimation. [PDF]



Erroll Wood and Tadas Baltrusaitis and Louis-Philippe Morency and Peter Robinson and Andreas Bulling



[Yaroslav-etal2016] DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation. [PDF]



Ganin, Yaroslav, Daniil Kononenko, Diana Sungatullina, and Victor Lempitsky



[Jongpil-Pavlovic2016] A Shape-based Approach for Salient Object Detection Using Deep Learning. [PDF]



Kim, Jongpil, and Vladimir Pavlovic



[Linzhao-etal2016] Saliency Detection with Recurrent Fully Convolutional Networks. [PDF]



Wang, Linzhao, Lijun Wang, Huchuan Lu, Pingping Zhang



[Tiantian-etal2016] Kernelized Subspace Ranking for Saliency Detection. [PDF]



Wang, Tiantian, Lihe Zhang, Huchuan Lu, Chong Sun, and Jinqing Qi



[Youbao-Wu2016] Saliency Detection via Combining Region-Level and Pixel-Level Predictions with CNNs. [PDF]



Tang, Youbao, and Xiangqian Wu



[Yuqiu-etal2016] Pattern Mining Saliency. [PDF]



Kong, Yuqiu, Lijun Wang, Xiuping Liu, Huchuan Lu, and Xiang Ruan



[Zoya-etal2016] Where should saliency models look next?. [PDF]



Bylinskii, Zoya, Adrià Recasens, Ali Borji, Aude Oliva, Antonio Torralba, and Frédo Durand



[Aravindh-Vedaldi2016] Salient Deconvolutional Networks. [PDF]



Mahendran, Aravindh, and Andrea Vedaldi





2016 CVPR



[Krafka-etal2016] Eye Tracking for Everyone. [PDF]



Kyle Krafka and Aditya Khosla and Petr Kellnhofer and Harini Kannan and Suchendra Bhandarkar and Wojciech Matusik and Antonio Torralba



[Yu-etal2016] Learning Reconstruction-Based Remote Gaze Estimation. [PDF]



Pei Yu and Jiahuan Zhou and Ying Wu



[Kruthiventi-etal2016] Saliency Unified: A Deep Architecture for Simultaneous Eye Fixation Prediction and Salient Object Segmentation. [PDF]



Srinivas S. S. Kruthiventi, Vennela Gudisa, Jaley H. Dholakiya, R. Venkatesh Babu



[Volokitin-etal2016] Predicting When Saliency Maps Are Accurate and Eye Fixations Consistent. [PDF]



Anna Volokitin, Michael Gygli, Xavier Boix



[Kuen-etal2016] Recurrent Attentional Networks for Saliency Detection. [PDF]



Jason Kuen, Zhenhua Wang, Gang Wang



[Cholakkal-etal2016] Backtracking ScSPM Image Classifier for Weakly Supervised Top-Down Saliency. [PDF]



Hisham Cholakkal, Jubin Johnson, Deepu Rajan



[He-Lau2016] Exemplar-Driven Top-Down Saliency Detection via Deep Association. [PDF]



Shengfeng He, Rynson W.H. Lau



[Zhang-etal2016] Unconstrained Salient Object Detection via Proposal Subset Optimization. [PDF]



Jianming Zhang, Stan Sclaroff, Zhe Lin, Xiaohui Shen, Brian Price, Radomir Mech



[Jetley-etal2016] End-To-End Saliency Mapping via Probability Distribution Prediction. [PDF]



Saumya Jetley, Naila Murray, Eleonora Vig



[Li-Yu2016] Deep Contrast Learning for Salient Object Detection. [PDF]



Guanbin Li, Yizhou Yu



[Bruce-etal2016] A Deeper Look at Saliency: Feature Contrast, Semantics, and Beyond. [PDF]



Neil D. B. Bruce, Christopher Catton, Sasa Janjic



[Wloka-Tsotsos2016] Spatially Binned ROC: A Comprehensive Saliency Metric. [PDF]



Calden Wloka, John Tsotsos



[Pan-etal2016] Shallow and Deep Convolutional Networks for Saliency Prediction. [PDF]



Junting Pan, Elisa Sayrol, Xavier Giro-i-Nieto, Kevin McGuinness, Noel E. O'Connor



[Lee-etal2016] Deep Saliency With Encoded Low Level Distance Map and High Level Features. [PDF]



Gayoung Lee, Yu-Wing Tai, Junmo Kim



[Liu-Han2016] DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection. [PDF]



Nian Liu, Junwei Han



[Tu-etal2016] Real-Time Salient Object Detection With a Minimum Spanning Tree. [PDF]



Wei-Chih Tu, Shengfeng He, Qingxiong Yang, Shao-Yi Chien



[Feng-etal2016] Local Background Enclosure for RGB-D Salient Object Detection. [PDF]



David Feng, Nick Barnes, Shaodi You, Chris McCarthy



[Jeni-Cohn2016 CVPRW] Person-Independent 3D Gaze Estimation Using Face Frontalization. [PDF]



Laszlo A. Jeni and Jeffrey F. Cohn





2016 Others



[Wood-etal2016 ETRA] Learning an appearance-based gaze estimator from one million synthesised images. [PDF]



Erroll Wood and Tadas Baltrušaitis and Louis-Philippe Morency and Peter Robinson and Andreas Bulling



[Tonsen-etal2016 ETRA] Labelled pupils in the wild: a dataset for studying pupil detection in unconstrained environments. [PDF]



Marc Tonsen and Xucong Zhang and Yusuke Sugano and Andreas Bulling



[Ghiass-Arandjelovic2016 IJCAI] Highly accurate gaze estimation using a consumer RGB-depth sensor. [PDF]



Reza Shoja Ghiass and Ognjen Arandjelovic





2015 ICCV



[Wood-etal2015] Rendering of Eyes for Eye-Shape Registration and Gaze Estimation. [PDF]



Erroll Wood and Tadas Baltruaitis and Xucong Zhang and Yusuke Sugano and Peter Robinson and Andreas Bullingo





2015 CVPR



[Zhang-etal2015] Appearance-based gaze estimation in the wild. [PDF]



Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling





2015 Others



[Wang-etal2015 ISKE] A Survey on Gaze Estimation. [PDF]



Xiaomeng Wang and Kang Liu and Xu Qian





2014 CVPR



[Sugano-etal2014] Learning-by-Synthesis for Appearance-Based 3D Gaze Estimation. [PDF]



Yusuke Sugano and Yasuyuki Matsushita and Yoichi Sato



[Mora-Odobez2014] Geometric Generative Gaze Estimation (G3E) for Remote RGB-D Cameras. [PDF]



Kenneth Alberto Funes Mora and Jean-Marc Odobez





2014 Others



[Mora-etal2014 ETRA] EYEDIAP: a database for the development and evaluation of gaze estimation algorithms from RGB and RGB-D cameras. [PDF]



Kenneth Alberto Funes Mora and Florent Monay and Jean-Marc Odobez



[Jianfeng-Shigang2014 CVPRW] Eye-Model-Based Gaze Estimation by RGB-D Camera. [PDF]



Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling



[Cazzato-etal2014 ICPRW] Pervasive Retail Strategy Using a Low-Cost Free Gaze Estimation System. [PDF]



Dario Cazzato and Marco Leo and Paolo Spagnolo and Cosimo Distante



[Schneider-etal2014 ICPR] Manifold Alignment for Person Independent Appearance-Based Gaze Estimation. [PDF]



Timo Schneider and Boris Schauerte and Rainer Stiefelhagen



[Kassner-etal2014 UbiComp] Pupil: an open source platform for pervasive eye tracking and mobile gaze-based interaction. [PDF]



Moritz Kassner and William Patera and Andreas Bulling





Before 2014 ICCV



[Alnajar-etal2013] Calibration-Free Gaze Estimation Using Human Gaze Patterns. [PDF]



Fares Alnajar and Theo Gevers and Roberto Valenti and Sennay Ghebreab



[Lu-etal2011a] Inferring human gaze from appearance via adaptive linear regression. [PDF]



Feng Lu and Yusuke Sugano and Takahiro Okabe and Yoichi Sato



[Wang-etal2003] Eye gaze estimation from a single image of one eye. [PDF]



Wang and Sung and Ronda Venkateswarlu





Before 2014 ECCV



[Sugano-etal2008] An Incremental Learning Method for Unconstrained Gaze Estimation. [PDF]



Yusuke Sugano and Yasuyuki Matsushita and Yoichi Sato and Hideki Koike





Before 2014 CVPR



[Baltrusaitis-etal2012] 3D Constrained Local Model for rigid and non-rigid facial tracking. [PDF]



T. Baltrusaitis and P. Robinson and L. Morency



[Mora-Odobez2012 CVPRW] Gaze estimation from multimodal Kinect data. [PDF]



Kenneth Alberto Funes Mora and Jean-Marc Odobez



[Chen-Ji2011] Probabilistic gaze estimation without active personal calibration. [PDF]



Jixu Chen and Qiang Ji



[Sugano-etal2010] Calibration-free gaze sensing using saliency maps. [PDF]



Yusuke Sugano and Yasuyuki Matsushita and Yoichi Sato



[Williams-etal2006] Sparse and Semi-supervised Visual Mapping with the S^3GP. [PDF]



O. Williams and A. Blake and R. Cipolla



[Zhu-Ji2005] Eye Gaze Tracking under Natural Head Movements. [PDF]



Zhiwei Zhu and Qiang Ji





Before 2014 Others



[Choi-etal2013 URAI] Appearance-based gaze estimation using kinect. [PDF]



Jinsoo Choi and Byungtae Ahn and Jaesik Parl and In So Kweon



[Mora-Odobez2013 ICIP] Person independent 3D gaze estimation from remote RGB-D cameras. [PDF]



Kenneth Alberto Funes Mora and Jean-Marc Odobez



[Liang-etal2013 ETSA] Appearance-based gaze tracking with spectral clustering and semi-supervised Gaussian process regression. [PDF]



Ke Liang and Youssef Chahir and Michèle Molina and Charles Tijus and François Jouen



[McMurrough-etal2012 ETRA] An eye tracking dataset for point of gaze detection. [PDF]



Christopher D. McMurrough and Vangelis Metsis and Jonathan Rich and Fillia Makedon



[Lu-etal2012 ICPR] Head pose-free appearance-based gaze sensing via eye image synthesis. [PDF]



Feng Lu and Yusuke Sugano and Takahiro Okabe and Yoichi Sato



[Mohammadi-Raie2012 ICEE] Robust pose-invariant eye gaze estimation using geometrical features of iris and pupil images. [PDF]



Mohammad Reza Mohammadi and Abolghasem Raie



[Lu-etal2011 BMVC] A Head Pose-free Approach for Appearance-based Gaze Estimation. [PDF]



Feng Lu and Takahiro Okabe and Yusuke Sugano and Yoichi Sato



[Cristani-etal2011 BMVC] Social interaction discovery by statistical analysis of F-formations. [PDF]



Marco Cristani and Loris Bazzani and Giulia Paggetti and Andrea Fossati and Diego Tosato and Alessio Del Bue and Gloria Menegaz and Vittorio Murino



[Hansen-etal2010 ETRA] Homography normalization for robust gaze estimation in uncalibrated setups. [PDF]



Dan Witzner Hansen and Javier San Agustin and Arantxa Villanueva



[Sewell-Komogortsev2010 HFCS] Real-time eye gaze tracking with an unmodified commodity webcam employing a neural network. [PDF]



Weston Sewell and Oleg Komogortsev



[Yamazoe-etal2008 ETRA] Remote gaze estimation with a single camera based on facial-feature tracking without special calibration actions. [PDF]



Hirotake Yamazoe and Akira Utsumi and Tomoko Yonezawa and Shinji Abe



[Chen-Ji2008 ICPR] 3D gaze estimation with a single camera without IR illumination. [PDF]



Jixu Chen and Qiang Ji



[Hennessey-etal2006 ETRA] A single camera eye-gaze tracking system with free head motion. [PDF]



Craig Hennessey and Borna Noureddin and Peter Lawrence



[Li-etal2006 ETRA] openEyes: a low-cost head-mounted eye-tracking solution. [PDF]



Dongheng Li and Jason Babcock and Derrick J. Parkhurst



[Zhu-etal2006 ICPR] Nonlinear Eye Gaze Mapping Function Estimation via Support Vector Regression. [PDF]



Zhiwei Zhu and Qiang Ji and K.P. Bennett



[Hansen-etal2004 ETRA] Gaze typing compared with input by head and hand. [PDF]



John Paulin Hansen and Kristian Torning and Anders Sewerin Johansen and Kenji Itoh and Hirotaka Aoki



[Tan-etal2002 WACV] Appearance-based eye gaze estimation. [PDF]



Kar-Han Tan and D.J. Kriegman and N. Ahuja



[Morimoto-etal2002 ICPR] Detecting eye position and gaze from a single camera and 2 light sources. [PDF]



C.H. Morimoto and A. Amir and M. Flickner



[Lankford2000 ETRA] Effective eye-gaze input into Windows. [PDF]



Chris Lankford



[Xu-etal1998 BMVC] A Novel Approach to Real-time Non-intrusive Gaze Finding. [PDF]



L.-Q. Xu and D. Machin and P. Sheppard



[Baluja-Pomerleau1994 NIPS] Non-Intrusive Gaze Tracking Using Artificial Neural Networks. [PDF]



Shumeet Baluja and Dean Pomerleau





Datasets



  

    Dataset


    RGB/
RGB-D


    Image type

    Annotation type

    #Images

    Distance

    Head pose
annot.

    Gaze
annot.


    Head pose
orient.


  

  

    BIWI

    RGB-D

    Camera frame

    Head pose vector

    ≈ 15.500

    100cm

    Y

    N

    All

  

  

    CMU Multi-Pie

    RGB

    Camera frame

    68 Facial landmarks

    755.370

    ≈ 300cm

    Y

    N

    All

  

  

    Coffeebreak

    RGB

    Low res. face image

    Head pose vector

    18.117

    Varying

    Y

    N

    All

  

  

    Columbia

    RGB

    High res. camera image

    Gaze vector

    5.880

    200cm

    5 orient.

    Y

    Frontal

  

  

    Deep Head Pose

    RGB-D

    Camera frame

    Head pose vector

    68.000

    ≈ 200-800cm

    Y

    N

    All

  

  

    EYEDIAP

    RGB-D

    Face + eye patches

    Gaze vector

    ≈ 62.500

    80-120cm

    Y

    Y

    Frontal

  

  

    Gaze Capture

    RGB

    Face + eye patches

    2D pos on screen

    > 2.5M

    80-120cm

    Y

    Y

    Frontal

  

  

    ICT 3D Head pose

    RGB-D

    Camera frame

    Head pose vector

    14.000

    ≈ 100cm

    Y

    N

    All

  

  

    MPII Gaze

    RGB

    Face + eye patches

    Gaze vector

    213.659

    40-60cm

    Y

    Y

    Frontal

  

  

    Rice TabletGaze

    RGB

    Tablet camera video

    2D pos on screen

    ≈ 100.000

    30-50cm

    N

    Y

    Frontal

  

  

    RT-GENE

    RGB-D

    Face + eye patches

    Gaze vector

    122.531

    80-280cm

    Y

    Y

    All

  

  

    SynthesEyes

    RGB

    Synthesized eye patches

    Gaze vector

    11.382

    Varying

    Y

    Y

    All

  

  

    UnityEyes

    RGB

    Synthesized eye patches

    Gaze vector

    1M

    Varying

    Y

    Y

    All

  

  

    UT Multi-view

    RGB

    Eye area + eye patches

    Gaze vector

    1.152.000

    60cm

    Y

    Y

    All

  

  

    Vernissage

    RGB

    (Robot) camera frame

    Head pose vector

    Unknown

    Varying

    Y

    N

    All

  





BIWI: [Fanelli-etal2011 LNCS] Real Time Head Pose Estimation from Consumer Depth Cameras. [PDF]



Gabriele Fanelli and Thibaut Weise and Juergen Gall and Luc Van Gool





CMU Multi-Pie: [Gross-etal2008 AFGR] Multi-PIE. [PDF]



Ralph Gross and Iain Matthews and Jeffrey Cohn and Takeo Kanade and Simon Baker





Coffeebreak: [Cristani-etal2011 BMVC] Social interaction discovery by statistical analysis of F-formations. [PDF]



Marco Cristani and Loris Bazzani and Giulia Paggetti and Andrea Fossati and Diego Tosato and Alessio Del Bue and Gloria Menegaz and Vittorio Murino
 





Columbia: [Smith-etal2013 UIST] Gaze locking: passive eye contact detection for human-object interaction. [PDF]



Brian A. Smith and Qi Yin and Steven K. Feiner and Shree K. Nayar
 





Deep Head Pose: [Mukherjee-Robertson2015 TMM] Deep Head Pose: Gaze-Direction Estimation in Multimodal Video. [PDF]



Sankha S. Mukherjee and Neil Martin Robertson
    





EYEDIAP: [Mora-etal2014 ETRA] EYEDIAP: a database for the development and evaluation of gaze estimation algorithms from RGB and RGB-D cameras. [PDF]



Kenneth Alberto Funes Mora and Florent Monay and Jean-Marc Odobez
   





Gaze Capture: [Krafka-etal2016 CVPR] Eye Tracking for Everyone. [PDF]



Kyle Krafka and Aditya Khosla and Petr Kellnhofer and Harini Kannan and Suchendra Bhandarkar and Wojciech Matusik and Antonio Torralba
   





ICT 3D Head pose: [Baltrusaitis-etal2012 CVPR] 3D Constrained Local Model for rigid and non-rigid facial tracking. [PDF]



T. Baltrusaitis and P. Robinson and L. Morency





MPII Gaze: 

[Zhang-etal2017 CVPRW] It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation. [PDF]



Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling
  

[Zhang-etal2015 CVPR] Appearance-based gaze estimation in the wild. [PDF]

Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling





Rice TabletGaze: [Huang-etal2017 MVA] TabletGaze: dataset and analysis for unconstrained appearance-based gaze estimation in mobile tabletso. [PDF]



Qiong Huang and Ashok Veeraraghavan and Ashutosh Sabharwal





RT-GENE: [Fischer-etal2018 ECVV] RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments. [PDF]



Tobias Fischer and Hyung Jin Chang and Yiannis Demiris
  





SynthesEyes: [Wood-etal2015 ICCV] Rendering of Eyes for Eye-Shape Registration and Gaze Estimation. [PDF]



Erroll Wood and Tadas Baltrušaitis and Xucong Zhang and Yusuke Sugano and Peter Robinson and Andreas Bulling
   





UnityEyes: [Wood-etal2016 ETRA] Learning an appearance-based gaze estimator from one million synthesised images. [PDF]



Erroll Wood and Tadas Baltrušaitis and Louis-Philippe Morency and Peter Robinson and Andreas Bulling
   





UT Multi-view: [Sugano-etal2014 CVPR] Learning-by-Synthesis for Appearance-Based 3D Gaze Estimation. [PDF]



Yusuke Sugano and Yasuyuki Matsushita and Yoichi Sato
   





Vernissage: [Jayagopi-etal2013 HRI] The vernissage corpus: A conversational Human-Robot-Interaction dataset. [PDF]



Dinesh Babu Jayagopi and Samira Sheiki and David Klotz and Johannes Wienke and Jean-Marc Odobez and Sebastien Wrede and Vasil Khalidov and Laurent Nyugen and Britta Wrede and Daniel Gatica-Perez