DocumentCode
463486
Title
A Pose Robust Multi-View Face Recognition System using Plane of Pose Tolerance
Author
Bonjoe Kim ; Hyoungchul Shin ; Kwanghoon Sohn
Author_Institution
Biometric Eng. Res. Center, Seoul, South Korea
Volume
1
fYear
2007
fDate
15-20 April 2007
Abstract
In this paper, we propose a pose robust multi-view face recognition system using plane of pose tolerance (PPT). The proposed system defines the PPT which represents the tendency of pose variation well presented in multiple images. Compared with the traditional multi-view face recognition system, the proposed system is more robust and accurate especially to the error caused by pose estimation since it uses the property of multiple images. We obtain 91% face recognition rate for the proposed system and accomplished 15% improvement when compared with the traditional one.
Keywords
face recognition; image property; plane of pose tolerance; pose robust multiview face recognition system; Biometrics; Character recognition; Computational efficiency; Face recognition; Feature extraction; Head; Humans; Image databases; Image recognition; Robustness; Plane of Pose Tolerance; multi-view;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.366723
Filename
4217123
Link To Document