Title :
Iris identification using wavelet packets
Author :
Krichen, Emine ; Mellakh, M. Anouar ; Garcia-Salicetti, Sonia ; Dorizzi, Bernadette
Author_Institution :
Inst. Nat. des Telecommun., Evry, France
Abstract :
We present a new method for iris identification particularly convenient for visible light images. It relies on the use of packets of wavelets (A. Laine and J. Fan, Nov. 1993) for the production of an iris code. Experiments, conducted on a database of 700 iris images, acquired with visible light illumination, show an improvement of 2% of FAR and of around 11.5% of FRR with the proposed method relatively to the classical wavelet method (J. Daugman, May 1995). The contribution of colour information is also studied with such method.
Keywords :
biometrics (access control); eye; image matching; visual databases; wavelet transforms; iris identification; iris images; visible light images; wavelet packets; Biometrics; Cameras; Degradation; Image databases; Image resolution; Iris; Lighting; Optical reflection; Pattern recognition; Wavelet packets;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1333771