Iris authentication using privatized advanced correlation filter

Chong, , SC and Teoh, , ABJ and Ngo, , DCL (2006) Iris authentication using privatized advanced correlation filter. ADVANCES IN BIOMETRICS, PROCEEDINGS, 3832. pp. 382-388. ISSN 0302-9743

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Abstract

his paper proposes a private biometrics formulation which is based on the concealment of random kernel and the iris images to synthesize a minimum average correlation energy (MACE) filter for iris authentication. Specifically, we multiply training images with the user-specific random kernel in frequency domain before biometric filter is created. The objective of the proposed method is to provide private biometrics realization in iris authentication in which biometric template can be reissued once it was compromised. Meanwhile, the proposed method is able to decrease the computational load, due to the filter size reduction. It also improves the authentication rate significantly compare to the advance correlation based approach [5][6] and comparable to the Daugmant's Iris Code [1].

Item Type: Article
Subjects: Q Science > QA Mathematics > QA75.5-76.95 Electronic computers. Computer science
Divisions: Faculty of Information Science and Technology (FIST)
Depositing User: Ms Rosnani Abd Wahab
Date Deposited: 10 Aug 2011 07:01
Last Modified: 10 Aug 2011 07:01
URI: http://shdl.mmu.edu.my/id/eprint/2025

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