Awesome-gaze-estimation

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Awesome-gaze-estimation

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This is a summary of the papers and databases for gaze estimation.

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# Awesome gaze estimation

## Papers

### Gaze estimation from eye images
* [Few-Shot Adaptive Gaze Estimation](https://arxiv.org/abs/1905.01941) 
Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges, Jan Kautz 
ICCV 2019

* [Gaze360: Physically Unconstrained Gaze Estimation in the Wild](http://gaze360.csail.mit.edu/) 
Petr Kellnhofer, Adrià Recasens, Simon Stent, Wojciech Matusik, Antonio Torralba 
ICCV 2019

* [Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis](https://arxiv.org/abs/1904.10638)
Yu Yu, Gang Liu, Jean-Marc Odobez
CVPR 2019

* [Generalizing Eye Tracking with Bayesian Adversarial Learning.](http://homepages.rpi.edu/~wangk10/papers/wang2019generalize.pdf) 
Kang Wang, Hui Su and Qiang Ji 
CVPR 2019

* [Neural-inspired Eye Tracking with Eye Movement Dynamics.](http://homepages.rpi.edu/~wangk10/papers/wang2019neural.pdf) 
Kang Wang, Hui Su and Qiang Ji 
CVPR 2019

* [Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression.](http://openaccess.thecvf.com/content_ECCV_2018/papers/Yihua_Cheng_Appearance-Based_Gaze_Estimation_ECCV_2018_paper.pdf) 
Yihua Cheng, Feng Lu, Xucong Zhang 
ECCV 2018

* [Deep Pictorial Gaze Estimation.](http://openaccess.thecvf.com/content_ECCV_2018/papers/Seonwook_Park_Deep_Pictorial_Gaze_ECCV_2018_paper.pdf) 
Seonwook Park, Adrian Spurr, Otmar Hilliges 
ECCV 2018

* [A Hierarchical Generative Model for Eye Image Synthesis and Eye Gaze Estimation.](http://homepages.rpi.edu/~wangk10/papers/wang2018_hgm.pdf) 
Kang Wang, Rui Zhao, Hui Su and Qiang Ji. 
CVPR 2018

* [A Differential Approach for Gaze Estimation with Calibration](https://pdfs.semanticscholar.org/192e/b550675b0f9cc69389ef2ec27efa72851253.pdf)
Gang Liu, Yu Yu, Kenneth A. Funes-Mora, Jean-Marc Odobez
BMVC 2018

* [Rendering of Eyes for Eye-Shape Registration and Gaze Estimation.](http://www.errollw.com/publications/iccv2015.pdf) 
E. Wood, T. Baltrusaitis, X. Zhang, Y. Sugano, P. Robinson, and A. Bulling 
ICCV 2015

* [A 3D morphable eye region model for gaze estimation.](http://www.errollw.com/publications/eccv2016.pdf) 
E. Wood, T. Baltrusaitis, L. P. Morency, P. Robinson, and A. Bulling 
ECCV 2016

* [Real Time Eye Gaze Tracking with 3D Deformable Eye-Face Model.](http://homepages.rpi.edu/~wangk10/papers/wang2017_webcam.pdf) 
Kang Wang and Qiang Ji. 
ICCV 2017

* [Eye Tracking for Everyone.](https://people.csail.mit.edu/khosla/papers/cvpr2016_Khosla.pdf) 
Kyle Krafka, Aditya Khosla, Petr Kellnhofer and Harini Kannan. 
CVPR 2016

* [Appearance-based Gaze Estimation in the Wild.](https://www.d2.mpi-inf.mpg.de/sites/default/files/zhang_CVPR15.pdf) 
Xucong Zhang, Yusuke Sugano, Mario Fritz and Andreas Bulling. 
CVPR 2015

* [Learning-by-synthesis for appearance-based 3d gaze estimation](https://www.cv-foundation.org/openaccess/content_cvpr_2014/papers/Sugano_Learning-by-Synthesis_for_Appearance-based_2014_CVPR_paper.pdf) 
Y Sugano, Y Matsushita, Y Sato 
CVPR 2014

### Gaze estimation from social medias

* [Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning](https://arxiv.org/abs/1909.02144) 
Lifeng Fan, Wenguan Wang, Siyuan Huang, Xinyu Tang, Song-Chun Zhu 
ICCV 2019

* [Following Gaze in Video](http://openaccess.thecvf.com/content_ICCV_2017/papers/Recasens_Following_Gaze_in_ICCV_2017_paper.pdf) 
Adria Recasens, Carl Vondrick, Aditya Khosla, Antonio Torralba 
ICCV 2017

* [Multiple-gaze geometry: Inferring novel 3D locations from gazes observed in monocular video](http://openaccess.thecvf.com/content_ECCV_2018/papers/Ernesto_Brau_Stereo_gaze_Inferring_ECCV_2018_paper.pdf) 
Ernesto Brau, Jinyan Guan, Tanya Jeffries, Kobus Barnard 
ECCV 2018

* [Where are they looking?](http://gazefollow.csail.mit.edu/) 
A. Recasens, A. Khosla, C. Vondrick, and A. Torralba. 
NeurIPS 2015

### Gaze redirection
* [Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks](https://arxiv.org/abs/1903.12530) 
Zhe He, Adrian Spurr, Xucong Zhang, Otmar Hilliges 
ICCV 2019

## Databases

### gaze estimation from eye images
* [MPIIGaze](https://www.mpi-inf.mpg.de/departments/computer-vision-and-multimodal-computing/research/gaze-based-human-computer-interaction/appearance-based-gaze-estimation-in-the-wild/)
* [RT-GENE](http://openaccess.thecvf.com/content_ECCV_2018/papers/Tobias_Fischer_RT-GENE_Real-Time_Eye_ECCV_2018_paper.pdf) 
* [GazeCapture](http://gazecapture.csail.mit.edu/)
* [Gaze360](http://gaze360.csail.mit.edu/)

### gaze estimation from social medias

## Researchers for gaze estimaton
* [Qiang Ji](https://www.ecse.rpi.edu/~qji/)
* [Kang Wang](http://homepages.rpi.edu/~wangk10/)
* [Andreas Bulling](https://perceptual.mpi-inf.mpg.de/people/andreas-bulling/)
* [Xucong Zhang](https://perceptual.mpi-inf.mpg.de/people/xucong-zhang/)
* [Yusuke Sugano](https://www.yusuke-sugano.info/)
* [Erroll Wood](http://www.errollw.com/)
* [Seonwook Park](https://ait.ethz.ch/people/spark/)
* [Gang Liu](https://sites.google.com/site/gangliu5603/home)

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