IEEE - Institute of Electrical and Electronics Engineers, Inc. - Surface-Electromyography-Based Gesture Recognition by Multi-View Deep Learning

Author(s): Wentao Wei ; Qingfeng Dai ; Yongkang Wong ; Yu Hu ; Mohan Kankanhalli ; Weidong Geng
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2019
Volume: 66
Page(s): 2,964 - 2,973
ISSN (Electronic): 1558-2531
ISSN (Paper): 0018-9294
DOI: 10.1109/TBME.2019.2899222
Regular:

Gesture recognition using sparse multichannel surface electromyography (sEMG) is a challenging problem, and the solutions are far from optimal from the point of view of muscle-computer interface.... View More

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