Gesture recognition by instantaneous surface EMG images

• Published in: Scientific reports Vol. 6; no. 1; p. 36571
• Main Authors: Geng, Weidong, Du, Yu, Jin, Wenguang, Wei, Wentao, Hu, Yu, Li, Jiajun
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 15.11.2016; Nature Publishing Group
• Subjects: 631/114/1314; 631/114/2397; Algorithms; Classification; Computer applications; Electrodes; Electromyography; Experiments; Humanities and Social Sciences; Interfaces; Latency; multidisciplinary; Prosthetics; Science

Gesture recognition in non-intrusive muscle-computer interfaces is usually based on windowed descriptive and discriminatory surface electromyography (sEMG) features because the recorded amplitude of a myoelectric signal may rapidly fluctuate between voltages above and below zero. Here, we present th...