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PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction
Long-term Action Quality Assessment (AQA) aims to evaluate the quantitative performance of actions in long videos. However, existing …
Kanglei Zhou
,
Hubert P. H. Shum
,
Frederick W. B. Li
,
Xingxing Zhang
,
Xiaohui Liang
Posted May 27, 2025
Journal article
TIP 2025
PDF
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DOI
GitHub
arXiv
Adaptive Score Alignment Learning for Continual Perceptual Quality Assessment of 360-Degree Videos in Virtual Reality
Virtual Reality Video Quality Assessment (VR-VQA) aims to evaluate the perceptual quality of 360-degree videos, which is crucial for …
Kanglei Zhou
,
Zikai Hao
,
Liyuan Wang
,
Xiaohui Liang
Posted Jan 27, 2025
Journal article
IEEE VR 2025 - TVCG
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DOI
GitHub
arXiv
Bilibili
Oral Presentation
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment
Action Quality Assessment (AQA) is pivotal for quantifying actions across domains like sports and medical care. Existing methods often …
Kanglei Zhou
,
Junlin Li
,
Ruizhi Cai
,
Liyuan Wang
,
Xinxing Zhang
,
Xiaohui Liang
Posted Apr 18, 2024
Conference paper
IJCAI 2024
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DOI
GitHub
arXiv
Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising
Kanglei Zhou
,
Hubert P. H. Shum
,
Frederick W. B. Li
,
Xiaohui Liang
Posted Nov 28, 2023
Journal article
TVCG
PDF
Cite
DOI
GitHub
Bilibili
A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis
As the most common idiopathic inflammatory myopathy in children, juvenile dermatomyositis (JDM) is characterized by skin rashes and …
Kanglei Zhou
,
Ruizhi Cai
,
Yue Ma
,
Qingqing Tan
,
Xinning Wang
,
Jianguo Li
,
Hubert P. H. Shum
,
Frederick W. B. Li
,
Song Jin
,
Xiaohui Liang
Posted May 11, 2023
Journal article
IEEE VR - TVCG
PDF
Cite
DOI
Bilibili
Oral Presentation
(~10% for TVCG)