Title :
Fusion of Face and Palmprint for Personal Identification Based on Ordinal Features
Author :
Chu, Rufeng ; Liao, Shengcai ; Han, Yufei ; Sun, Zhenan ; Li, Stan Z. ; Tan, Tieniu
Author_Institution :
Chinese Acad. of Sci, Beijing
Abstract :
In this paper, we present a face and palmprint multimodal biometric identification method and system to improve the identification performance. Effective classifiers based on ordinal features are constructed for faces and palmprints, respectively. Then, the matching scores from the two classifiers are combined using several fusion strategies. Experimental results on a middle-scale data set have demonstrated the effectiveness of the proposed system.
Keywords :
biometrics (access control); face recognition; feature extraction; image classification; image matching; image resolution; face-palmprint fusion; face-palmprint multimodal biometric identification method; image classifiers; matching scores; ordinal features; personal identification; Authentication; Automation; Biometrics; Face detection; Information security; Laboratories; Lighting; National security; Pattern recognition; Sun;
Conference_Titel :
Computer Vision and Pattern Recognition, 2007. CVPR '07. IEEE Conference on
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-1179-3
Electronic_ISBN :
1063-6919
DOI :
10.1109/CVPR.2007.383522
