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20212023
most citedAppearance-based Gaze Estimation With Deep Learning: A Review and Benchmark

67 citations · 81 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2023

PCFGaze: Physics-Consistent Feature for Appearance-based Gaze Estimation

Yiwei Bao, Feng Lu

Although recent deep learning based gaze estimation approaches have achieved much improvement, we still know little about how gaze features are connected to the physics of gaze. In…

cs.CV2022★ 4 cited

Jitter Does Matter: Adapting Gaze Estimation to New Domains

Ruicong Liu, Yiwei Bao, Mingjie Xu +3

Deep neural networks have demonstrated superior performance on appearance-based gaze estimation tasks. However, due to variations in person, illuminations, and background, performa…

cs.CV2021★ 67 cited

Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark

Yihua Cheng, Haofei Wang, Yiwei Bao +1

Human gaze provides valuable information on human focus and intentions, making it a crucial area of research. Recently, deep learning has revolutionized appearance-based gaze estim…

cs.CV2021★ 4 cited

Adaptive Feature Fusion Network for Gaze Tracking in Mobile Tablets

Yiwei Bao, Yihua Cheng, Yunfei Liu +1

Recently, many multi-stream gaze estimation methods have been proposed. They estimate gaze from eye and face appearances and achieve reasonable accuracy. However, most of the metho…

cs.CV2021★ 6 cited

PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation

Yihua Cheng, Yiwei Bao, Feng Lu

Gaze estimation methods learn eye gaze from facial features. However, among rich information in the facial image, real gaze-relevant features only correspond to subtle changes in e…