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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366723