Author

Xiang-Ling Fu

2 papers indexed here

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Preprint Sep 2026

Pose2Muscle: Structured Spatio-Temporal Decoding for Discrete Muscle Activity Estimation from Human Pose

Muscle activity is fundamental to human movement, and understanding its patterns is critical for injury prevention and rehabilitation. Conventional muscle activity monitoring relies on specialized sensors such as surface electromyography, which limits its practicality for long-term real-world use. Existing studies sugg...

Yue-Peng Chen, Jie-Hong Shi, Kai-Li Zheng et al. · 0 citations

#human-computer interacti... Open access Feb 2026

From Continuous sEMG Signals to Discrete Muscle State Tokens: A Robust and Interpretable Representation Framework

The effectiveness of tokenized sEMG representations as a compact, generalizable, and physiologically meaningful feature space for applications in rehabilitation, human-machine interaction, and motor function analysis is highlighted.

Yue-Peng Chen, Kai-Li Zheng, Ji Wu et al. · Expert systems with applicat... · 0 citations