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Robust Human Activity Recognition by Integrating Image and Accelerometer Sensor Data Using Deep Fusion Network

Studies on deep-learning-based behavioral pattern recognition have recently received considerable attention. However, if there are insufficient data and the activity to be identified is changed, a robust deep learning model cannot be created. This work contributes a generalized deep learning model t...

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Detalles Bibliográficos
Autores principales: Kang, Junhyuk, Shin, Jieun, Shin, Jaewon, Lee, Daeho, Choi, Ahyoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8747696/
https://www.ncbi.nlm.nih.gov/pubmed/35009717
http://dx.doi.org/10.3390/s22010174