SVM action recognition model based on skeletal key point analysis with posture sensors to help sports training

Abstract As sports and sports science evolve, tahe integration of human action recognition in sports training is becoming a crucial aspect of modern athletic development. Therefore, the study proposes an SVM-based action recognition model utilizing skeletal key point analysis with posture sensors, a...

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Bibliographic Details
Main Authors: Yixuan Cao, Tie Li
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Sports Science, Medicine and Rehabilitation
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Online Access:https://doi.org/10.1186/s13102-025-01260-w
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