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 …

Pupil detection for head-mounted eye tracking in the wild: an evaluation of the state of the art

W Fuhl, M Tonsen, A Bulling, E Kasneci - Machine Vision and Applications, 2016 - Springer
Robust and accurate detection of the pupil position is a key building block for head-mounted
eye tracking and prerequisite for applications on top, such as gaze-based human–computer …

Openface: an open source facial behavior analysis toolkit

T Baltrušaitis, P Robinson… - 2016 IEEE winter …, 2016 - ieeexplore.ieee.org
Over the past few years, there has been an increased interest in automatic facial behavior
analysis and understanding. We present OpenFace-an open source tool intended for …

It's written all over your face: Full-face appearance-based gaze estimation

X Zhang, Y Sugano, M Fritz… - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Eye gaze is an important non-verbal cue for human affect analysis. Recent gaze estimation
work indicated that information from the full face region can benefit performance. Pushing …

Appearance-based gaze estimation in the wild

X Zhang, Y Sugano, M Fritz… - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
Appearance-based gaze estimation is believed to work well in real-world settings, but
existing datasets have been collected under controlled laboratory conditions and methods …

Rendering of eyes for eye-shape registration and gaze estimation

E Wood, T Baltrusaitis, X Zhang… - Proceedings of the …, 2015 - openaccess.thecvf.com
Images of the eye are key in several computer vision problems, such as shape registration
and gaze estimation. Recent large-scale supervised methods for these problems require …

Mpiigaze: Real-world dataset and deep appearance-based gaze estimation

X Zhang, Y Sugano, M Fritz… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Learning-based methods are believed to work well for unconstrained gaze estimation, ie
gaze estimation from a monocular RGB camera without assumptions regarding user …

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 …

Toward everyday gaze input: Accuracy and precision of eye tracking and implications for design

AM Feit, S Williams, A Toledo, A Paradiso… - Proceedings of the …, 2017 - dl.acm.org
For eye tracking to become a ubiquitous part of our everyday interaction with computers, we
first need to understand its limitations outside rigorously controlled labs, and develop robust …

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 …