Explainable quality assessment of effective aligned skeletal representations for martial arts movements by multi-machine learning decisions

Abstract How to utilize modern technological means to provide both accurate scoring and objective feedback for martial arts movements has become an issue that needs to be addressed in the field of physical education. This study proposes an intelligent scoring method based on machine learning. Firstl...

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Bibliographic Details
Main Authors: Yiqun Pang, Kaiqi Zhang, Fengmei Li
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-83475-4
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