Enhancing iris recognition system performance using templates fusion | IEEE Conference Publication | IEEE Xplore

Enhancing iris recognition system performance using templates fusion

Publisher: IEEE

Abstract:

Iris recognition has very high recognition accuracy in comparison with many other biometric features. Many algorithms have been proposed to improve the performance of iri...View more

Abstract:

Iris recognition has very high recognition accuracy in comparison with many other biometric features. Many algorithms have been proposed to improve the performance of iris recognition. This paper proposes an iris recognition algorithm in which a set of iris images of a given eye are fused to generate a final template using the most consistent feature data. Features consistency weight matrix is determined according the noise level presented in the considered images. Such an algorithm has the capability of reducing the amount of data storage and accelerate the matching process. Simulation studies are made to test the validity of the proposed algorithm. The results obtained ensure the superior of such algorithm over any other one.
Date of Conference: 15-18 December 2010
Date Added to IEEE Xplore: 10 February 2011
ISBN Information:
Print ISSN: 2162-7843
Publisher: IEEE
Conference Location: Luxor, Egypt

References

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