Accuracy and Adaptability Improvement in Aerobic Training: Integration of Self-Attention Mechanisms in 3D Pose Estimation and Kinematic Modeling

Accurately tracking and analyzing human motion during aerobic exercise poses significant challenges due to the dynamic complexity of human biomechanics. Traditional methods often fail to capture this complexity, resulting in training plans that lack personalization and an increased risk of exercise-...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Hang Qu, Haotian Zhang, Qiqi Ban, Xiaoliang Zhao
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	3D pose estimation aerobics kinematic modeling self-attention mechanisms AI in sports science
Online Access:	https://ieeexplore.ieee.org/document/10594798/