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Author

Wen-Juan Zhong

2 papers indexed here

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Aug 2026

An Effective Semi-Subject-Independent sEMG-Based Learning Framework to Continuously Predict Knee Joint Trajectory.

Predicting knee joint trajectory is critical for controlling intelligent walking-assistive devices, with surface electromyography (sEMG) emerging as a promising modality for motion intention decoding. However, accurate and continuous prediction remains challenging because both intersubject and intrasubject variability...

Xueming Fu, Yu-Zhou Lin, Hao Zheng et al. · 0 citations
#human-computer interacti... Preprint Sep 2026

ViMoWear: Visual Motion-Guided sEMG-IMU Representation Learning for Subject-Independent Thumb Gesture Recognition

Wearable sensing enables intuitive hand gesture recognition for human--computer interaction, augmented reality, and prosthetic control, yet subject--independent recognition remains challenging because wearable signals provide only indirect and highly subject-specific observations of hand motion. Although visual informa...

Wen-Juan Zhong, Chen-Fei Ma, K. Nazarpour · 0 citations

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