Classification of physical actions from surface EMG signals using the wavelet packet transform and local binary patterns

Abstract

Physical action recognition is a hot topic in human-machine interactions. It has potential uses in helping disabled people and in various robotic applications. Electromyography (EMG) signals measure the electrical activity of the muscular systems involved