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Convolutional and recurrent neural network for human activity recognition: Application on American sign language

Human activity recognition is an important and difficult topic to study because of the important variability between tasks repeated several times by a subject and between subjects. This work is motivated by providing time-series signal classification and a robust validation and test approaches. This...

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Detalles Bibliográficos
Autores principales: Hernandez, Vincent, Suzuki, Tomoya, Venture, Gentiane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7029868/
https://www.ncbi.nlm.nih.gov/pubmed/32074124
http://dx.doi.org/10.1371/journal.pone.0228869