Machine Learning for Optical Motion Capture-driven Musculoskeletal Modelling from Inertial Motion Capture Data

• Published in: arXiv.org
• Main Authors: Dasgupta, Abhishek, Sharma, Rahul, Mishra, Challenger, Nagaraja, Vikranth H
• Format: Paper Journal Article
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 11.02.2023
• Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Learning; Decision making; Kinematics; Machine learning; Modelling; Motion capture; Multilayer perceptrons; Multilayers; Muscles

Marker-based Optical Motion Capture (OMC) systems and associated musculoskeletal (MSK) modelling predictions offer non-invasively obtainable insights into in vivo joint and muscle loading, aiding clinical decision-making. However, an OMC system is lab-based, expensive, and requires a line of sight....