Title :
A Fast Palm Print Verification System
Author :
Goh, Michael KO ; Connie, Tee ; Teoh, Andrew Bj ; Ngo, David Cl
Author_Institution :
FIST, Multimedia Univ., Melaka
Abstract :
Palm print textures like principle lines, wrinkles and ridges contain discriminative information which can be extracted for verification purpose. In this paper, we aim to reexamine the competitive palm code scheme, and introduce some improvement over the proposed method. In order to reduce the computation complexity, we adopted wavelet transform to decompose the palm print image into lower resolution. We are able to show that wavelet transform when integrated with 2D Gabor filter is able to yield verification rate of 96.70%, with an improved verification speed of less than 1 second
Keywords :
Gabor filters; computational complexity; fingerprint identification; formal verification; image texture; wavelet transforms; 2D Gabor filter; computation complexity; discriminative information; palm print verification system; wavelet transform; Authentication; Biometrics; Data mining; Fingerprint recognition; Fingers; Gabor filters; Glass; Image resolution; Testing; Wavelet transforms; Biometrics; Competitive Rule; Gabor filter; Palm Print; Transform; Wavelet;
Conference_Titel :
Computer Graphics, Imaging and Visualisation, 2006 International Conference on
Conference_Location :
Sydney, Qld.
Print_ISBN :
0-7695-2606-3
DOI :
10.1109/CGIV.2006.7
