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17th International Conference on Pattern Recognition (ICPR'04) - Volume 4
Iris Identification Using Wavelet Packets
Cambridge UK
August 23-August 26
ISBN: 0-7695-2128-2
Emine Krichen, Institut National des T?l?communications (INT), Evry, France
M. Anouar Mellakh, Institut National des T?l?communications (INT), Evry, France
Sonia Garcia-Salicetti, Institut National des T?l?communications (INT), Evry, France
Bernadette Dorizzi, Institut National des T?l?communications (INT), Evry, France
In this paper, we present a new method for iris identification particularly convenient for visible light images. It relies on the use of packets of wavelets [Texture Classification by Wavelet Packet Signatures] 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 [High confidence recognition of persons by rapid video analysis of iris texture]. The contribution of colour information is also studied with such method.
Citation:
Emine Krichen, M. Anouar Mellakh, Sonia Garcia-Salicetti, Bernadette Dorizzi, "Iris Identification Using Wavelet Packets," icpr, vol. 4, pp.335-338, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 4, 2004
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