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 …

An end-to-end review of gaze estimation and its interactive applications on handheld mobile devices

Y Lei, S He, M Khamis, J Ye - ACM Computing Surveys, 2023 - dl.acm.org
In recent years, we have witnessed an increasing number of interactive systems on
handheld mobile devices which utilise gaze as a single or complementary interaction …

Contrastive regression for domain adaptation on gaze estimation

Y Wang, Y Jiang, J Li, B Ni, W Dai… - Proceedings of the …, 2022 - openaccess.thecvf.com
Abstract Appearance-based Gaze Estimation leverages deep neural networks to regress the
gaze direction from monocular images and achieve impressive performance. However, its …

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 …

Dvgaze: Dual-view gaze estimation

Y Cheng, F Lu - Proceedings of the IEEE/CVF International …, 2023 - openaccess.thecvf.com
Gaze estimation methods estimate gaze from facial appearance with a single camera.
However, due to the limited view of a single camera, the captured facial appearance cannot …

L2cs-net: Fine-grained gaze estimation in unconstrained environments

AA Abdelrahman, T Hempel, A Khalifa… - … on Frontiers of …, 2023 - ieeexplore.ieee.org
Human gaze is a crucial cue used in various applications such as human-robot interaction
and virtual reality. Recently, convolution neural network (CNN) approaches have made …

Eye gaze estimation: A survey on deep learning-based approaches

P Pathirana, S Senarath, D Meedeniya… - Expert Systems with …, 2022 - Elsevier
Human gaze estimation plays a major role in many applications in human–computer
interaction and computer vision by identifying the users' point-of-interest. Revolutionary …

Gaze estimation using transformer

Y Cheng, F Lu - 2022 26th International Conference on Pattern …, 2022 - ieeexplore.ieee.org
Recent work has proven the effectiveness of transformers in many computer vision tasks.
However, the performance of transformers in gaze estimation is still unexplored. In this …

Ev-eye: Rethinking high-frequency eye tracking through the lenses of event cameras

G Zhao, Y Yang, J Liu, N Chen… - Advances in Neural …, 2024 - proceedings.neurips.cc
In this paper, we present EV-Eye, a first-of-its-kind large scale multimodal eye tracking
dataset aimed at inspiring research on high-frequency eye/gaze tracking. EV-Eye utilizes an …

Generalizing gaze estimation with rotation consistency

Y Bao, Y Liu, H Wang, F Lu - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
Recent advances of deep learning-based approaches have achieved remarkable
performance on appearance-based gaze estimation. However, due to the shortage of target …