Self-Mounted Motion Capture System Using Mutual Projection of Asynchronous Cameras

Kazusa Ozaki, Fumihiko Sakaue, Jun Sato

2024

Abstract

In this research, we propose a method for restoring three-dimensional motion from time-series images captured by an asynchronous camera in order to realise a motion capture system using a camera attached to the body surface. For this purpose, we represent the motion trajectory of each marker using a neural network, and estimate the motion trajectory by optimising the neural network from the input images. It is also shown that stable 3D restoration can be achieved using a method called mutual projection, assuming that the cameras are reflecting each other. We show that it is possible to estimate 3D motion from asynchronous cameras with high accuracy.

Paper Citation

in Harvard Style

Ozaki K., Sakaue F. and Sato J. (2024). Self-Mounted Motion Capture System Using Mutual Projection of Asynchronous Cameras. In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4: VISAPP; ISBN 978-989-758-679-8, SciTePress, pages 147-153. DOI: 10.5220/0012473500003660

in Bibtex Style

@conference{visapp24,
author={Kazusa Ozaki and Fumihiko Sakaue and Jun Sato},
title={Self-Mounted Motion Capture System Using Mutual Projection of Asynchronous Cameras},
booktitle={Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4: VISAPP},
year={2024},
pages={147-153},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012473500003660},
isbn={978-989-758-679-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4: VISAPP
TI - Self-Mounted Motion Capture System Using Mutual Projection of Asynchronous Cameras
SN - 978-989-758-679-8
AU - Ozaki K.
AU - Sakaue F.
AU - Sato J.
PY - 2024
SP - 147
EP - 153
DO - 10.5220/0012473500003660
PB - SciTePress