Appearance-based gaze estimation with deep learning: A review and benchmark
Human gaze provides valuable information on human focus and intentions, making it a
crucial area of research. Recently, deep learning has revolutionized appearance-based …
crucial area of research. Recently, deep learning has revolutionized appearance-based …
Uvagaze: Unsupervised 1-to-2 views adaptation for gaze estimation
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 …
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
Annotating gaze is an expensive and time-consuming endeavor requiring costly eye-
trackers or complex geometric calibration procedures. Although some eye-based …
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 …
vehicles. Despite its significance research on in-vehicle gaze estimation remains limited due …
Multi-Modal Gaze Following in Conversational Scenarios
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 …
and scene information. Existing methods usually analyze scene images for gaze following …
Robust gaze point estimation for metaverse with common mode features suppression network
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 …
vital role in the metaverse with consumer health. A challenging issue is the great variation …
Textgaze: gaze-controllable face generation with natural language
Generating face image with specific gaze information has attracted considerable attention in
recent years. Existing approaches typically input gaze values directly for face generation …
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
Abstract Existing Deep Fully Convolutional Network (DFCN) based pupil segmentation
models have been shown to perform robust and accurate pupil detection. However, they …
models have been shown to perform robust and accurate pupil detection. However, they …
Denoising Distillation Makes Event-Frame Transformers as Accurate Gaze Trackers
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 …
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 …
user interface and interactive technology. While existing methods rely on either few-shot …