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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Vydané v:	Journal of computational science Ročník 27; s. 69 - 76
Hlavní autori:	Wahid, Md Ferdous, Tafreshi, Reza, Al-Sowaidi, Mubarak, Langari, Reza
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.07.2018
Predmet:	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
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