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 …

Automatic gaze analysis: A survey of deep learning based approaches

S Ghosh, A Dhall, M Hayat, J Knibbe… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Eye gaze analysis is an important research problem in the field of Computer Vision and
Human-Computer Interaction. Even with notable progress in the last 10 years, automatic …

In the eye of transformer: Global–local correlation for egocentric gaze estimation and beyond

B Lai, M Liu, F Ryan, JM Rehg - International Journal of Computer Vision, 2024 - Springer
Predicting human's gaze from egocentric videos serves as a critical role for human intention
understanding in daily activities. In this paper, we present the first transformer-based model …

Multi-perspective traffic video description model with fine-grained refinement approach

TA To, MN Tran, TB Ho, TL Ha… - Proceedings of the …, 2024 - openaccess.thecvf.com
The analysis of traffic patterns is crucial for enhancing safety and optimizing flow within
urban cities. While urban cities possess extensive camera networks for monitoring the raw …

End-to-end video gaze estimation via capturing head-face-eye spatial-temporal interaction context

Y Guan, Z Chen, W Zeng, Z Cao… - IEEE Signal Processing …, 2023 - ieeexplore.ieee.org
In this letter, we propose a new method, Multi-Clue Gaze (MCGaze), to facilitate video gaze
estimation via capturing spatial-temporal interaction context among head, face, and eye in …

In the eye of transformer: Global-local correlation for egocentric gaze estimation

B Lai, M Liu, F Ryan, JM Rehg - arXiv preprint arXiv:2208.04464, 2022 - arxiv.org
In this paper, we present the first transformer-based model to address the challenging
problem of egocentric gaze estimation. We observe that the connection between the global …

A Unified Approach for Occlusion Tolerant 3D Facial Pose Capture and Gaze Estimation Using MocapNETs

A Qammaz, AA Argyros - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
We tackle the challenging problems of 3D facial capture, head pose and gaze estimation.
We do so by extending MocapNET, a highly effective deep learning motion capture …

DeePoint: Visual pointing recognition and direction estimation

S Nakamura, Y Kawanishi… - Proceedings of the …, 2023 - openaccess.thecvf.com
In this paper, we realize automatic visual recognition and direction estimation of pointing.
We introduce the first neural pointing understanding method based on two key contributions …

Multi-Modal Gaze Following in Conversational Scenarios

Y Hou, Z Zhang, N Horanyi, J Moon… - Proceedings of the …, 2024 - openaccess.thecvf.com
Gaze following estimates gaze targets of in-scene person by understanding human behavior
and scene information. Existing methods usually analyze scene images for gaze following …

[HTML][HTML] Gaze analysis: A survey on its applications

C Bisogni, M Nappi, G Tortora, A Del Bimbo - Image and Vision Computing, 2024 - Elsevier
The examination of ocular movements has a wide range of applications due to the current
developments in sensors that are now able to collect this biometric. This type of investigation …