Learning-based 3D human kinematics estimation using behavioral constraints from activity classification

Abstract Inertial measurement units offer a cost-effective, portable alternative to lab-based motion capture systems. However, measuring joint angles and movement trajectories with inertial measurement units is challenging due to signal drift errors caused by biases and noise, which are amplified by...

Full description

Saved in:
Bibliographic Details
Main Authors: Daekyum Kim, Yichu Jin, Haedo Cho, Truman Jones, Yu Meng Zhou, Ameneh Fadaie, Dmitry Popov, Krithika Swaminathan, Conor J. Walsh
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-58624-6
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items