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Coarse-Fine Convolutional Deep-Learning Strategy for Human Activity Recognition

In the last decade, deep learning techniques have further improved human activity recognition (HAR) performance on several benchmark datasets. This paper presents a novel framework to classify and analyze human activities. A new convolutional neural network (CNN) strategy is applied to a single user...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Avilés-Cruz, Carlos, Ferreyra-Ramírez, Andrés, Zúñiga-López, Arturo, Villegas-Cortéz, Juan
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6480225/
https://ncbi.nlm.nih.gov/pubmed/30935117
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19071556
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