Surface electromyogram (sEMG)-based hand gesture recognition for prosthesis or armband is an important application of the human–machine interface (HMI). However, the measurement location of sensors ...

Robust segmentation of hands in a cluttered environment for hand gesture recognition has remained a challenge in computer vision. In this work, a two-stage gesture recognition framework is proposed.