Subject-independent hand gesture recognition using normalization and machine learning algorithms

•Generalizability of subject-independent hand gesture recognition were investigated.•A different strategy to normalize the EMG features was proposed.•Hand gesture recognition accuracy improved significantly using the proposed normalization strategy.•The developed approach of gesture recognition will...

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Bibliographic Details

Published in:	Journal of computational science Vol. 27; pp. 69 - 76
Main Authors:	Wahid, Md Ferdous, Tafreshi, Reza, Al-Sowaidi, Mubarak, Langari, Reza
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.07.2018
Subjects:	Electromyography Hand gesture Machine learning MYO armband Normalization Pattern recognition Time-domain Time-domain Machine learning Electromyography Normalization Pattern recognition Hand gesture MYO armband
ISSN:	1877-7503, 1877-7511
Online Access:	Get full text
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