Appearance-based gaze estimation with deep learning: A review and benchmark

Y Cheng, H Wang, Y Bao, F Lu - IEEE Transactions on Pattern …, 2024 - ieeexplore.ieee.org
Human gaze provides valuable information on human focus and intentions, making it a
crucial area of research. Recently, deep learning has revolutionized appearance-based …

In the eye of the beholder: A survey of gaze tracking techniques

J Liu, J Chi, H Yang, X Yin - Pattern Recognition, 2022 - Elsevier
Gaze tracking estimates and tracks the user's gaze by analyzing facial or eye features, it is
an important way to realize automated vision-based interaction. This paper introduces the …

Eth-xgaze: A large scale dataset for gaze estimation under extreme head pose and gaze variation

X Zhang, S Park, T Beeler, D Bradley, S Tang… - Computer Vision–ECCV …, 2020 - Springer
Gaze estimation is a fundamental task in many applications of computer vision, human
computer interaction and robotics. Many state-of-the-art methods are trained and tested on …

Gaze360: Physically unconstrained gaze estimation in the wild

P Kellnhofer, A Recasens, S Stent… - Proceedings of the …, 2019 - openaccess.thecvf.com
Understanding where people are looking is an informative social cue. In this work, we
present Gaze360, a large-scale remote gaze-tracking dataset and method for robust 3D …

Eye tracking for everyone

K Krafka, A Khosla, P Kellnhofer… - Proceedings of the …, 2016 - openaccess.thecvf.com
From scientific research to commercial applications, eye tracking is an important tool across
many domains. Despite its range of applications, eye tracking has yet to become a pervasive …

Rt-gene: Real-time eye gaze estimation in natural environments

T Fischer, HJ Chang, Y Demiris - Proceedings of the …, 2018 - openaccess.thecvf.com
In this work, we consider the problem of robust gaze estimation in natural environments.
Large camera-to-subject distances and high variations in head pose and eye gaze angles …

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 …

Exam proctoring classification using eye gaze detection

J Singh, R Aggarwal, S Tiwari… - 2022 3rd International …, 2022 - ieeexplore.ieee.org
Currently, as there is a spike in the number of examinations being conducted online, there is
also an increasing need for proctors, a resource that soon got overwhelmed. Proctors are …

Learning an appearance-based gaze estimator from one million synthesised images

E Wood, T Baltrušaitis, LP Morency… - Proceedings of the …, 2016 - dl.acm.org
Learning-based methods for appearance-based gaze estimation achieve state-of-the-art
performance in challenging real-world settings but require large amounts of labelled training …