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

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

Insufficient physical activity is common in modern society. By estimating the energy expenditure (EE) of different physical activities, people can develop suitable exercise plans to improve their lifestyle quality. However, several limitations still exist in the related works. Therefore, the aim of...

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Bibliographic Details
Main Authors: Bor-Shing Lin, I-Jung Lee, Chin-Shyurng Fahn, Yi-Fang Lee, Wei-Jen Chou, Meng-Luen Wu
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Sensors
Subjects:
activity classification
convolutional neural network
depth camera
energy expenditure
machine learning
multilayer perceptron
Online Access:https://www.mdpi.com/1424-8220/21/12/4216

Internet

https://www.mdpi.com/1424-8220/21/12/4216

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