Title :
Remarks on Real-Time 3D Human Body Posture Estimation using Multi-Camera System
Author :
Takahashi, Kazuhiko ; Nagasawa, Yusuke ; Hashimoto, Masafumi
Author_Institution :
Doshisha Univ., Kyoto
Abstract :
This paper proposes a human body posture estimation method based on back projection of human silhouette images extracted from multi-camera images. To achieve real-time 3D human body posture estimation, a server-client system is introduced into the multi-camera system, improvements of the background subtraction and back projection are investigated. To evaluate the feasibility of the proposed method, 3D estimation experiments of human body posture are carried out. The experimental system with six CCD cameras is composed and the experimental results confirm both the feasibility and effectiveness of the proposed system in the 3D human body posture estimation in real-time.
Keywords :
CCD image sensors; feature extraction; pose estimation; human silhouette images extraction; multicamera system; real-time 3D human body posture estimation; Application software; Back; Cameras; Computer vision; Design engineering; Humans; Image reconstruction; Information systems; Real time systems; Shape;
Conference_Titel :
Industrial Electronics Society, 2007. IECON 2007. 33rd Annual Conference of the IEEE
Conference_Location :
Taipei
Print_ISBN :
1-4244-0783-4
DOI :
10.1109/IECON.2007.4459908