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20212026
most citedAppearance-based Gaze Estimation With Deep Learning: A Review and Benchmark

67 citations · 79 across the 7 of their papers we have counts for

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5 papers · 1 filter

cs.CV2021

Separating Content and Style for Unsupervised Image-to-Image Translation

Yunfei Liu, Haofei Wang, Yang Yue +1

Unsupervised image-to-image translation aims to learn the mapping between two visual domains with unpaired samples. Existing works focus on disentangling domain-invariant content c…

cs.CV2021

Generalizing Gaze Estimation with Outlier-guided Collaborative Adaptation

Yunfei Liu, Ruicong Liu, Haofei Wang +1

Deep neural networks have significantly improved appearance-based gaze estimation accuracy. However, it still suffers from unsatisfactory performance when generalizing the trained…

cs.CV2021★ 6 cited

Assessment of Deep Learning-based Heart Rate Estimation using Remote Photoplethysmography under Different Illuminations

Ze Yang, Haofei Wang, Feng Lu

Remote photoplethysmography (rPPG) monitors heart rate without requiring physical contact, which allows for a wide variety of applications. Deep learning-based rPPG have demonstrat…

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★ 2 cited

Vulnerability of Appearance-based Gaze Estimation

Mingjie Xu, Haofei Wang, Yunfei Liu +1

Appearance-based gaze estimation has achieved significant improvement by using deep learning. However, many deep learning-based methods suffer from the vulnerability property, i.e.…