Feature-Free Activity Classification of Inertial Sensor Data With Machine Vision Techniques: Method, Development, and Evaluation

BACKGROUND: Inertial sensors are one of the most commonly used sources of data for human activity recognition (HAR) and exercise detection (ED) tasks. The time series produced by these sensors are generally analyzed through numerical methods. Machine learning techniques such as random forests or sup...

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Detalles Bibliográficos
Autores principales: Dominguez Veiga, Jose Juan, O'Reilly, Martin, Whelan, Darragh, Caulfield, Brian, Ward, Tomas E
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2017
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5562934/
https://www.ncbi.nlm.nih.gov/pubmed/28778851
http://dx.doi.org/10.2196/mhealth.7521

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5562934/
https://www.ncbi.nlm.nih.gov/pubmed/28778851
http://dx.doi.org/10.2196/mhealth.7521

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