DocumentCode
3448001
Title
Remarks on 3D human body’s feature extraction from voxel reconstruction of human body posture
Author
Takahashi, Kazuhiko ; Nagasawa, Yusuke ; Hashimoto, Masafumi
Author_Institution
Dept. of Inf. Syst. Design, Doshisha Univ., Kyotanabe
fYear
2007
fDate
15-18 Dec. 2007
Firstpage
121
Lastpage
126
Abstract
This paper investigates a human body posture estimation method based on back projection of human silhouette images extracted from multi-camera images. The multi-camera system consists based on a server-client system with local network of 1000 Base-T to achieve voxel reconstruction of 3D human body posture in real-time. In order to estimate feature points of the human body in the 3D space, the Reeb graph approach is applied to the voxel reconstruction of human body. To evaluate our proposed human body posture estimation method, 3D reconstruction experiments of human body posture and extraction experiments of human body´s feature points 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.
Keywords
cameras; client-server systems; feature extraction; graph theory; image reconstruction; 3D human body feature extraction; Reeb graph approach; human body posture estimation method; human silhouette back projection image; multi camera image; server-client system; voxel image reconstruction; Application software; Back; Cameras; Data mining; Design engineering; Feature extraction; Humans; Image reconstruction; Real time systems; Skeleton; 3D reconstruction; 3D skeleton; Human body posture; Multi-camera system;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Biomimetics, 2007. ROBIO 2007. IEEE International Conference on
Conference_Location
Sanya
Print_ISBN
978-1-4244-1761-2
Electronic_ISBN
978-1-4244-1758-2
Type
conf
DOI
10.1109/ROBIO.2007.4522146
Filename
4522146
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