3 papers
cs.CV2026
SASG-DA: Sparse-Aware Semantic-Guided Diffusion Augmentation For Myoelectric Gesture Recognition
Chen Liu, Can Han, Weishi Xu +2
Surface electromyography (sEMG)-based gesture recognition plays a critical role in human-machine interaction (HMI), particularly for rehabilitation and prosthetic control. However,…
cs.CV2024
Towards Open-Set Myoelectric Gesture Recognition via Dual-Perspective Inconsistency Learning
Chen Liu, Can Han, Chengfeng Zhou +2
Gesture recognition based on surface electromyography (sEMG) has achieved significant progress in human-machine interaction (HMI), especially in prosthetic control and movement reh…
cs.HC2024
A Spatial-Spectral and Temporal Dual Prototype Network for Motor Imagery Brain-Computer Interface
Can Han, Chen Liu, Yaqi Wang +3
Motor imagery electroencephalogram (MI-EEG) decoding plays a crucial role in developing motor imagery brain-computer interfaces (MI-BCIs). However, decoding intentions from MI rema…