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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

[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

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

arXiv Papers

[Xu-etal2018] Interact as You Intend: Intention-Driven Human-Object Interaction Detection. [PDF]

Bingjie Xu and Junnan Li and Yongkang Wong and Mohan S. Kankanhalli and Qi Zhao

[Xu-etal2015] TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking. [PDF]

Pingmei Xu and Krista A Ehinger and Yinda Zhang and Adam Finkelstein and Sanjeev R. Kulkarni and Jianxiong Xiao

[Gao-etal2014] When Computer Vision Gazes at Cognition. [PDF]

Tao Gao and Daniel Harari and Joshua Tenenbaum and Shimon Ullman

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

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Awesome Curated List of Eye Gaze Estimation Paper