Learning spatio-temporal context for basketball action pose estimation with a multi-stream network

Abstract Accurate athlete pose estimation in basketball is crucial for game analysis, player training, and tactical decision-making. However, existing pose estimation methods struggle to effectively address common challenges in basketball, such as motion blur, occlusions, and complex backgrounds. To...

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Bibliographic Details
Main Authors: Zhihao Zhang, Wenyue Liu, Yuan Zheng, Linkang Du, Lezhong Sun
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-14985-y
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