Feasibility and validity of a single camera CNN driven musculoskeletal model for muscle force estimation during upper extremity strength exercises: Proof-of-concept

Feasibility and validity of a single camera CNN driven musculoskeletal model for muscle force estimation during upper extremity strength exercises: Proof-of-concept

Muscle force analysis can be essential for injury risk estimation and performance enhancement in sports like strength training. However, current methods to record muscle forces including electromyography or marker-based measurements combined with a musculoskeletal model are time-consuming and restri...

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Bibliographic Details
Main Authors: Lisa Noteboom, Marco J. M. Hoozemans, H. E. J. Veeger, Frans C. T. Van Der Helm
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Sports and Active Living
Subjects:
musculoskeletal modeling
strength training
fitness
markerless motion capture
artificial intelligence
video-based motion capture
Online Access:https://www.frontiersin.org/articles/10.3389/fspor.2022.994221/full

Internet

https://www.frontiersin.org/articles/10.3389/fspor.2022.994221/full

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