Human pose estimation in physiotherapy fitness exercise correction using novel transfer learning approach

Objective To introduce and evaluate an efficient neural network approach for human pose estimation and correction during physical therapy exercises using wearable sensor data. Methods We leveraged benchmark data consisting of 276,625 records from wearable inertial and magnetic sensors. A novel metho...

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Bibliographic Details
Main Authors: Aisha Naseer, Ali Raza, Hadeeqa Afzal, Aseel Smerat, Norma Latif Fitriyani, Yeonghyeon Gu, Muhammad Syafrudin
Format: Article
Language:English
Published: PeerJ Inc. 2025-04-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-2854.pdf
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