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 :
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