Action Quality Assessment

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
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PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction
MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment
Action Quality Assessment (AQA) evaluates diverse skills but models struggle with non-stationary data. We propose Continual AQA (CAQA) …
Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li, Xiaohui Liang
Posted Jul 1, 2024 Conference paper ECCV 2024
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MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment
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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CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment
Hierarchical Graph Convolutional Networks for Action Quality Assessment
Action quality assessment (AQA) automatically evaluates how well humans perform actions in a given video, a technique widely used in …
Kanglei Zhou, Yue Ma, Hubert P. H. Shum, Xiaohui Liang
Posted Jun 1, 2023 Journal article TCSVT
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Hierarchical Graph Convolutional Networks for Action Quality Assessment
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
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A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis