2 papers
cs.LG2026
Decoding High-Dimensional Finger Motion from EMG Using Riemannian Features and RNNs
Martin Colot, Cédric Simar, Guy Cheron +2
Continuous estimation of high-dimensional finger kinematics from forearm surface electromyography (EMG) could enable natural control for hand prostheses, AR/XR interfaces, and tele…
eess.SP2023
EMG subspace alignment and visualization for cross-subject hand gesture classification
Martin Colot, Cédric Simar, Mathieu Petieau +3
Electromyograms (EMG)-based hand gesture recognition systems are a promising technology for human/machine interfaces. However, one of their main limitations is the long calibration…