DocumentCode
2896377
Title
Fusion of Multiple Features for Palmprint Authentication
Author
Wu, Xiang-Qian ; Wang, Kuan-Quan ; Zhang, David
Author_Institution
Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol.
fYear
2006
fDate
13-16 Aug. 2006
Firstpage
3260
Lastpage
3265
Abstract
A palmprint image contains abundant features, such as the ridges, lines and textures, etc. Different features reflect the different characteristic of the palmprint. Fusion of multiple palmprint features may enhance the performance of a palmprint authentication system. In this paper, we investigate the fusion of two novel palmprint representations: orientationCode and diffCode. OrientationCode are defined using four directional templates and diffCode is computed using differential operation. Then these two codes are fused to measure the similarity of palmprints. The experimental results show that the proposed approach can get a very high accuracy
Keywords
biometrics (access control); feature extraction; image coding; image representation; diffCode; directional templates; multiple palmprint image feature fusion; orientationCode; palmprint authentication system; Authentication; Biometrics; Cybernetics; Data mining; Feature extraction; Fingerprint recognition; Fingers; Fuses; Image databases; Iris; Machine learning; Spatial databases; Biometrics; diffCode; feature fusion; orientationCode; palmprint authentication;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location
Dalian, China
Print_ISBN
1-4244-0061-9
Type
conf
DOI
10.1109/ICMLC.2006.258437
Filename
4028629
Link To Document