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
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;
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
DOI :
10.1109/ROBIO.2007.4522146