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Mon 10 Dec 2018

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Iris Identification Using Wavelet Packets

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Source: International Conference on Pattern Recognition
Authors: Emine Krichen, M.Anouar Mellakh, Sonia Garcia-Salicetti, Bernadette Dorizzi
Keywords: Wavelet packets, iris recognition on color images, color reduction

Abstract: 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 [8] 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 [1]. The contribution of colour information is also studied with such method.

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