Results 11 to 20 of about 515,184 (299)
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023 Human activity analysis in the legal monitoring environment plays an important role in the physical rehabilitation field, as it helps patients with physical injuries improve their postoperative conditions and reduce their medical costs. Recently, several
Long Yao +4 more
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Who danced better? ranked tiktok dance video dataset and pairwise action quality assessment method
IJAIN (International Journal of Advances in Intelligent Informatics), 2023 Video-based action quality assessment (AQA) is a non-trivial task due to the subtle visual differences between data produced by experts and non-experts.
Irwandi Hipiny +4 more
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HalluciNet-ing Spatiotemporal Representations Using a 2D-CNN
Signals, 2021 Spatiotemporal representations learned using 3D convolutional neural networks (CNN) are currently used in state-of-the-art approaches for action-related tasks. However, 3D-CNN are notorious for being memory and compute resource intensive as compared with
Paritosh Parmar, Brendan Morris
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Uncertainty-Driven Action Quality Assessment
CoRR, 2022 Automatic action quality assessment (AQA) has attracted increasing attention due to its wide applications. However, most existing AQA methods employ deterministic models to predict the final score for each action, while overlooking the subjectivity and diversity among expert judges during the scoring process.
Caixia Zhou, Yaping Huang
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Action Quality Assessment using Transformers
CoRR, 2022 9 pages, 2 ...
Abhay Iyer +3 more
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Action Quality Assessment Across Multiple Actions [PDF]
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 2019 Can learning to measure the quality of an action help in measuring the quality of other actions? If so, can consolidated samples from multiple actions help improve the performance of current approaches? In this paper, we carry out experiments to see if knowledge transfer is possible in the action quality assessment (AQA) setting.
Paritosh Parmar, Brendan Tran Morris
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Group-aware Contrastive Regression for Action Quality Assessment [PDF]
2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021 Accepted to ICCV ...
Xumin Yu +4 more
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Assessing the Quality of Actions [PDF]
, 2014 While recent advances in computer vision have provided reliable methods to recognize actions in both images and videos, the problem of assessing how well people perform actions has been largely unexplored in computer vision. Since methods for assessing action quality have many real-world applications in healthcare, sports, and video retrieval, we ...
Pirsiavash, Hamed +2 more
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A Survey of Video-based Action Quality Assessment
2021 International Conference on Networking Systems of AI (INSAI), 2021 9 pages, 6 figures, conference ...
Shunli Wang 0001 +7 more
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Gaussian guided frame sequence encoder network for action quality assessment
Complex & Intelligent Systems, 2022 Can a computer evaluate an athlete’s performance automatically? Many action quality assessment (AQA) methods have been proposed in recent years. Limited by the randomness of video sampling and the simple strategy of model training, the performance of the
Ming-Zhe Li +4 more
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