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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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Detalles Bibliográficos
Autores principales: Lee, Sang-hyub, Lee, Deok-Won, Kim, Mun Sang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965081/
https://www.ncbi.nlm.nih.gov/pubmed/36850876
http://dx.doi.org/10.3390/s23042278