Vision-based real-time motion capture system using multiple cameras

H. Yoshimoto, N. Date, Daisaku Arita, Rin Ichiro Taniguchi, S. Yonemoto

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Abstract

In this paper, we discuss a vision-based real-time motion capture system, which is constructed on a PC-cluster. Vision-based motion capture does not impose physical restrictions on humans, which provides a natural way of measuring human motion. However, there are several issues to be solved, which are robust estimation of human motion from a limited number of visual cues and computation cost of the estimation algorithm. To deal with these issues, we have developed multi-view-based algorithms using multiple cameras and have implemented the algorithms on a PC-cluster to solve the computation problem. In this paper, we present our experimental study on vision-based real-time motion capture with emphasis on 3D human posture estimation.

Original languageEnglish
Title of host publicationProceedings of IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2003
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages247-251
Number of pages5
ISBN (Electronic)078037987X
DOIs
Publication statusPublished - 2003
EventIEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2003 - Tokyo, Japan
Duration: Jul 30 2003Aug 1 2003

Publication series

NameIEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems
Volume2003-January

Other

OtherIEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2003
CountryJapan
CityTokyo
Period7/30/038/1/03

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Software
  • Computer Science Applications

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  • Cite this

    Yoshimoto, H., Date, N., Arita, D., Taniguchi, R. I., & Yonemoto, S. (2003). Vision-based real-time motion capture system using multiple cameras. In Proceedings of IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2003 (pp. 247-251). [1232665] (IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems; Vol. 2003-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MFI-2003.2003.1232665