3 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…
cs.CV2024
Physically Interpretable Probabilistic Domain Characterization
Anaïs Halin, Sébastien Piérard, Renaud Vandeghen +10
Characterizing domains is essential for models analyzing dynamic environments, as it allows them to adapt to evolving conditions or to hand the task over to backup systems when fac…
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…