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Personal variations severely limit the performance of appearance-based gaze tracking.
Non-intrusive gaze tracking using artificial neural networks
S. Baluja and D. Pomerleau · 1994
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Appearance-based eye gaze estimation
K.-H. Tan, D. J. Kriegman, and N. Ahuja · 2002
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General theory of remote gaze estimation using the pupil center and corneal reflections
E. D. Guestrin and M. Eizenman · 2006
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In the eye of the beholder: A survey of models for eyes and gaze
D. W. Hansen and Q. Ji · 2010
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A head pose-free approach for appearance-based gaze estimation
F. Lu, T. Okabe, Y. Sugano, and Y. Sato · 2011
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2012 Anthropometric survey of U.S. Army personnel: Methods and summary statistics
C. C. Gordon, C. L. Blackwell, B. Bradtmiller, J. L. Parham, P. Barrientos, S. P. Paquette, B. D. Corner, J. M. Carson, J. C. Venezia, B. M. Rockwell, M. Mucher, and S. Kristensen · 2014
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Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2014
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Learning-by-synthesis for appearance-based 3D gaze estimation
Y. Sugano, Y. Matsushita, and Y. Sato · 2014
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Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2015
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Appearance-based gaze estimation in the wild
X. Zhang, Y. Sugano, M. Fritz, and A. Bulling · 2015
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Low cost eye tracking: The current panorama
O. Ferhat and F. Vilariño · 2016
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Eye tracking for everyone
K. Krafka, A. Khosla, P. Kellnhofer, H. Kannan, S. Bhandarkar, W. Matusik, and A. Torralba · 2016
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Learning an appearance-based gaze estimator from one million synthesised images
E. Wood, T. Baltrušaitis, L.-P. Morency, P. Robinson, and A. Bulling · 2016
Cited alongside, same era.
Monocular free-head 3D gaze tracking with deep learning and geometry constraints
H. Deng and W. Zhu · 2017
RT-GENE: Real-time eye gaze estimation in natural environments
T. Fischer, H. Jin Chang, and Y. Demiris · 2018
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A differential approach for gaze estimation with calibration
G. Liu, Y. Yu, K. A. Funes Mora, and J.-M. Odobez · 2018
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Deep pictorial gaze estimation
S. Park, A. Spurr, and O. Hilliges · 2018
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Learning to find eye region landmarks for remote gaze estimation in unconstrained settings
S. Park, X. Zhang, A. Bulling, and O. Hilliges · 2018
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Training person-specific gaze estimators from interactions with multiple devices
X. Zhang, M. X. Huang, Y. Sugano, and A. Bulling · 2018
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Revisiting data normalization for appearance-based gaze estimation
X. Zhang, Y. Sugano, and A. Bulling · 2018
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It’s written all over your face: Full-face appearance-based gaze estimation
X. Zhang, Y. Sugano, M. Fritz, and A. Bulling · 2017
Cited alongside, same era.
MPIIGaze: Real-world dataset and deep appearance-based gaze estimation
X. Zhang, Y. Sugano, M. Fritz, and A. Bulling · 2017
Cited alongside, same era.
iOS Device camera summary
Apple Inc
Cited in the paper.
Few-shot adaptive gaze estimation
S. Park, S. D. Mello, P. Molchanov, U. Iqbal, O. Hilliges, and J. Kautz · 2019
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Improving few-shot user-specific gaze adaptation via gaze redirection synthesis
Y. Yu, G. Liu, and J.-M. Odobez · 2019
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