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On the Distribution of Muscle Signals: A Method for Distance-Based Classification of Human Gestures

We investigate the distribution of muscle signatures of human hand gestures under Dynamic Time Warping. For this we present a k-Nearest-Neighbors classifier using Dynamic Time Warping for the distance estimate. To understand the resulting classification performance, we investigate the distribution o...

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Detalles Bibliográficos
Autores principales: Große Sundrup, Jonas, Mombaur, Katja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490578/
https://www.ncbi.nlm.nih.gov/pubmed/37687896
http://dx.doi.org/10.3390/s23177441