A Deep Learning-Based Semantic Segmentation Model Using MCNN and Attention Layer for Human Activity Recognition

With the development of wearable devices such as smartwatches, several studies have been conducted on the recognition of various human activities. Various types of data are used, e.g., acceleration data collected using an inertial measurement unit sensor. Most scholars segmented the entire timeserie...

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Detalhes bibliográficos
Main Authors: Sang-hyub Lee, Deok-Won Lee, Mun Sang Kim
Formato: Artigo
Idioma:English
Publicado em: MDPI AG 2023-02-01
Colecção:Sensors
Assuntos:
Acesso em linha:https://www.mdpi.com/1424-8220/23/4/2278