Automatic Classification of Squat Posture Using Inertial Sensors: Deep Learning Approach

Without expert coaching, inexperienced exercisers performing core exercises, such as squats, are subject to an increased risk of spinal or knee injuries. Although it is theoretically possible to measure the kinematics of body segments and classify exercise forms with wearable sensors and algorithms,...

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Bibliographic Details
Main Authors: Jaehyun Lee, Hyosung Joo, Junglyeon Lee, Youngjoon Chee
Format: Artigo
Language:Inglês
Published: MDPI AG 2020-01-01
Series:Sensors
Subjects:
deep learning
inertial measurement unit
exercise classification
squat
self-fitness
Online Access:https://www.mdpi.com/1424-8220/20/2/361
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