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Basic Hand Gestures Classification Based on Surface Electromyography

This paper presents an innovative classification system for hand gestures using 2-channel surface electromyography analysis. The system developed uses the Support Vector Machine classifier, for which the kernel function and parameter optimisation are conducted additionally by the Cuckoo Search swarm...

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Pubblicato in:Comput Math Methods Med
Autori principali: Palkowski, Aleksander, Redlarski, Grzegorz
Natura: Artigo
Lingua:Inglês
Pubblicazione: Hindawi Publishing Corporation 2016
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4889824/
https://ncbi.nlm.nih.gov/pubmed/27298630
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/6481282
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