Fingerprint - iris fusion based identification system using single hamming distance matcher

Baig, Asim, Bouridane, Ahmed, Kurugollu, Fatih and Qu, Gang (2009) Fingerprint - iris fusion based identification system using single hamming distance matcher. International Journal of Bio-Science and Bio-Technology, 1 (1). pp. 47-57. ISSN 1976-118X

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Official URL: http://dx.doi.org/10.1109/BLISS.2009.4

Abstract

Conventional multimodal biometric identification systems tend to have larger memory footprint, slower processing speeds and a higher implementation and operational cost. In this paper we propose a state of the art framework for multimodal biometric identification system which can be adapted for any type of biometrics to provide smaller memory footprint and faster implementation than the conventional multimodal biometrics systems. The proposed framework is verified by development of a fingerprint and iris based fusion system which utilizes a single Hamming Distance matcher. Extensive testing is performed on the system running in identification mode and the results show that the system not only provides higher accuracy than the individual unimodal system but also the results are comparable to the conventional system.

Item Type: Article
Uncontrolled Keywords: Fingerprint, Iris, multimodal, Single Matcher Framework
Subjects: G400 Computer Science
Department: Faculties > Engineering and Environment > Computer and Information Sciences
Related URLs:
Depositing User: EPrint Services
Date Deposited: 18 Apr 2011 14:30
Last Modified: 28 Mar 2017 15:09
URI: http://nrl.northumbria.ac.uk/id/eprint/2830

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