Cargando…
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...
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 |
Ejemplares similares
-
Classification Algorithm for Person Identification and Gesture Recognition Based on Hand Gestures with Small Training Sets
por: Rzecki, Krzysztof
Publicado: (2020) -
An Intelligent Gesture Classification Model for Domestic Wheelchair Navigation with Gesture Variance Compensation
por: Bandara, H. M. Ravindu T., et al.
Publicado: (2020) -
Basic Hand Gestures Classification Based on Surface Electromyography
por: Palkowski, Aleksander, et al.
Publicado: (2016) -
Kinematic-Based Classification of Social Gestures and Grasping by Humans and Machine Learning Techniques
por: Hemeren, Paul, et al.
Publicado: (2021) -
On lightmyography based muscle-machine interfaces for the efficient decoding of human gestures and forces
por: Shahmohammadi, Mojtaba, et al.
Publicado: (2023)