2 citations · 4 across the 7 of their papers we have counts for
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ViMoWear: Visual Motion-Guided sEMG-IMU Representation Learning for Subject-Independent Thumb Gesture Recognition
Wenjuan Zhong, Chenfei Ma, Kianoush Nazarpour
Wearable sensing enables intuitive hand gesture recognition for human--computer interaction, augmented reality, and prosthetic control, yet subject--independent recognition remains…
KinEMbed: Decoding Kinematics from Electromyography via Cross-Modal Contrastive Learning
Sofia Gilardini, Chenfei Ma, Kianoush Nazarpour
Decoding hand kinematics from surface electromyography (EMG) is a core challenge in wearable biosignal processing with clinical relevance for prosthetic control and motor rehabilit…
On Optimizing Electrode Configuration for Wrist-Worn sEMG-Based Thumb Gesture Recognition
Wenjuan Zhong, Chenfei Ma, Kianoush Nazarpour
Thumb gestures provide an effective and unobtrusive input modality for wearable and always-available human-machine interaction. Wrist-worn surface electromyography (sEMG) has emerg…