A review and analysis of eye-gaze estimation systems, algorithms and performance evaluation methods in consumer platforms

A Kar, P Corcoran - IEEE Access, 2017 - ieeexplore.ieee.org
In this paper, a review is presented for the research on eye gaze estimation techniques and
applications, which has progressed in diverse ways over the past two decades. Several …

Application of eye tracking in medicine: A survey, research issues and challenges

K Harezlak, P Kasprowski - Computerized Medical Imaging and Graphics, 2018 - Elsevier
The performance and quality of medical procedures and treatments are inextricably linked to
technological development. The application of more advanced techniques provides the …

Turkergaze: Crowdsourcing saliency with webcam based eye tracking

P Xu, KA Ehinger, Y Zhang, A Finkelstein… - arxiv preprint arxiv …, 2015 - arxiv.org
Traditional eye tracking requires specialized hardware, which means collecting gaze data
from many observers is expensive, tedious and slow. Therefore, existing saliency prediction …

Few-shot adaptive gaze estimation

S Park, SD Mello, P Molchanov… - Proceedings of the …, 2019 - openaccess.thecvf.com
Inter-personal anatomical differences limit the accuracy of person-independent gaze
estimation networks. Yet there is a need to lower gaze errors further to enable applications …

Deep pictorial gaze estimation

S Park, A Spurr, O Hilliges - Proceedings of the European …, 2018 - openaccess.thecvf.com
Estimating human gaze from natural eye images only is a challenging task. Gaze direction
can be defined by the pupil-and the eyeball center where the latter is unobservable in 2D …

[PDF][PDF] Learning-by-synthesis for appearance-based 3d gaze estimation

Y Sugano, Y Matsushita, Y Sato - Proceedings of the IEEE …, 2014 - cv-foundation.org
Inferring human gaze from low-resolution eye images is still a challenging task despite its
practical importance in many application scenarios. This paper presents a learning-by …

Learning to find eye region landmarks for remote gaze estimation in unconstrained settings

S Park, X Zhang, A Bulling, O Hilliges - … of the 2018 ACM symposium on …, 2018 - dl.acm.org
Conventional feature-based and model-based gaze estimation methods have proven to
perform well in settings with controlled illumination and specialized cameras. In …

Tabletgaze: dataset and analysis for unconstrained appearance-based gaze estimation in mobile tablets

Q Huang, A Veeraraghavan, A Sabharwal - Machine Vision and …, 2017 - Springer
We study gaze estimation on tablets; our key design goal is uncalibrated gaze estimation
using the front-facing camera during natural use of tablets, where the posture and method of …

Adaptive linear regression for appearance-based gaze estimation

F Lu, Y Sugano, T Okabe, Y Sato - IEEE transactions on pattern …, 2014 - ieeexplore.ieee.org
We investigate the appearance-based gaze estimation problem, with respect to its essential
difficulty in reducing the number of required training samples, and other practical issues …

Monocular free-head 3d gaze tracking with deep learning and geometry constraints

W Zhu, H Deng - … of the IEEE International Conference on …, 2017 - openaccess.thecvf.com
Free-head 3D gaze tracking outputs both the eye location and the gaze vector in 3D space,
and it has wide applications in scenarios such as driver monitoring, advertisement analysis …