Depth-Camera Based Energy Expenditure Estimation System for Physical Activity Using Posture Classification Algorithm.

Lin, Bor-Shing; Lee, I-Jung; Fahn, Chin-Shyurng; Lee, Yi-Fang; Chou, Wei-Jen; Wu, Meng-Luen

Lin, Bor-Shing; Lee, I-Jung; Fahn, Chin-Shyurng; Lee, Yi-Fang; Chou, Wei-Jen; Wu, Meng-Luen.

Afiliação

Lin BS; Department of Computer Science and Information Engineering, National Taipei University, New Taipei City 237303, Taiwan.
Lee IJ; Department of Computer Science and Information Engineering, National Taipei University, New Taipei City 237303, Taiwan.
Fahn CS; College of Electrical Engineering and Computer Science, National Taipei University, New Taipei City 237303, Taiwan.
Lee YF; Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106335, Taiwan.
Chou WJ; Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106335, Taiwan.
Wu ML; Department of Computer Science and Information Engineering, National Taipei University, New Taipei City 237303, Taiwan.

Sensors (Basel) ; 21(12)2021 Jun 19.

Article em En | MEDLINE | ID: mdl-34205472

Assuntos

Metabolismo Energético; Caminhada; Algoritmos; Exercício Físico; Humanos; Postura

Palavras-chave

activity classification; convolutional neural network; depth camera; energy expenditure; machine learning; multilayer perceptron; physical activity

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Caminhada / Metabolismo Energético Tipo de estudo: Health_economic_evaluation / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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