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 …

Uvagaze: Unsupervised 1-to-2 views adaptation for gaze estimation

R Liu, F Lu - Proceedings of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Gaze estimation has become a subject of growing interest in recent research. Most of the
current methods rely on single-view facial images as input. Yet, it is hard for these …

Unsupervised Gaze Representation Learning from Multi-view Face Images

Y Bao, F Lu - Proceedings of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Annotating gaze is an expensive and time-consuming endeavor requiring costly eye-
trackers or complex geometric calibration procedures. Although some eye-based …

What Do You See in Vehicle? Comprehensive Vision Solution for In-Vehicle Gaze Estimation

Y Cheng, Y Zhu, Z Wang, H Hao… - Proceedings of the …, 2024 - openaccess.thecvf.com
Driver's eye gaze holds a wealth of cognitive and intentional cues crucial for intelligent
vehicles. Despite its significance research on in-vehicle gaze estimation remains limited due …

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 …

Robust gaze point estimation for metaverse with common mode features suppression network

X Xu, J Chen, C Li, C Fu, L Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Gaze point estimation is an essential technology in extended reality devices, and plays a
vital role in the metaverse with consumer health. A challenging issue is the great variation …

Textgaze: gaze-controllable face generation with natural language

H Wang, Z Zhang, Y Cheng, HJ Chang - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
Generating face image with specific gaze information has attracted considerable attention in
recent years. Existing approaches typically input gaze values directly for face generation …

Robust residual convolutional neural network based pupil tracking for low-computational power applications

GC Ates, C Coskunpinar, D Tse, D Pelaez… - … Applications of Artificial …, 2024 - Elsevier
Abstract Existing Deep Fully Convolutional Network (DFCN) based pupil segmentation
models have been shown to perform robust and accurate pupil detection. However, they …

Denoising Distillation Makes Event-Frame Transformers as Accurate Gaze Trackers

J Li, Z Zhu, J Hou, J Hou, J Wu - arxiv preprint arxiv:2404.00548, 2024 - arxiv.org
This paper tackles the problem of passive gaze estimation using both event and frame data.
Considering inherently different physiological structures, it's intractable to accurately …

Test-Time Adaptation With Self-Supervised Learning for Gaze Estimation

P Yin, J Wang, X Wu - IEEE Transactions on Consumer …, 2024 - ieeexplore.ieee.org
Gaze estimation plays a significant role in consumer electronics, particularly in the realm of
user interface and interactive technology. While existing methods rely on either few-shot …