A novel method for assessing cycling movement status: an exploratory study integrating deep learning and signal processing technologies

Abstract This study proposes a deep learning-based motion assessment method that integrates the pose estimation algorithm (Keypoint RCNN) with signal processing techniques, demonstrating its reliability and effectiveness.The reliability and validity of this method were also verified.Twenty college s...

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Bibliographic Details
Main Authors: Yingchun He, Yi-haw Jan, Fan Yang, Yunru Ma, Chun Pei
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-024-02828-1
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