Real-time human motion sensing based on vision-based inverse kinematics for interactive applications

Naoto Date, Hiromasa Yoshimoto, Daisaku Arita, Rin Ichiro Taniguchi

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

14 被引用数 (Scopus)

抄録

Vision-based human motion sensing has a strong merit that it does not impose any physical restrictions on humans, which provides a natural way of measuring human motion. However, its real-time processing is not easy to realize, because a human body has a high degrees of freedom, whose vision-based analysis is not simple and is usually time consuming. Here, we have developed a method in which human postures are analyzed from a limited number of visual cues. It is a combination of numerical analysis of inverse kinematics and visual search. Our method is based on a general framework of inverse kinematics, and, therefore, we can use relatively complex human figure model, which can generates natural human motion. In our experimental studies, we show that our implemented system works in real-time on a PC-cluster.

本文言語英語
ホスト出版物のタイトルProceedings of the 17th International Conference on Pattern Recognition, ICPR 2004
編集者J. Kittler, M. Petrou, M. Nixon
ページ318-321
ページ数4
DOI
出版ステータス出版済み - 2004
イベントProceedings of the 17th International Conference on Pattern Recognition, ICPR 2004 - Cambridge, 英国
継続期間: 8月 23 20048月 26 2004

出版物シリーズ

名前Proceedings - International Conference on Pattern Recognition
3
ISSN(印刷版)1051-4651

その他

その他Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004
国/地域英国
CityCambridge
Period8/23/048/26/04

!!!All Science Journal Classification (ASJC) codes

  • コンピュータ ビジョンおよびパターン認識

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