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Multi-space random projection of face biometric in the Radon domain

Lookup NU author(s): Mohammad Dabbah, Professor Satnam Dlay, Dr Wai Lok Woo

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Abstract

Biometric authentication cannot replace traditional authentication systems unless biometric data is sufficiently protected during the entire authentication procedure. In this paper a novel method to protect face biometric is presented. The Randomized Radon Signature (RRS) overcomes the natural limitations of biometrics by providing unique, non-reversible and reissueable templates to replace face images in storage and during processing. The face image is transformed into the Radon space where the signatures are constructed and then projected into a random multi-space. Using the eigenface algorithm for evaluation, the results have shown a 252.78% improvement in the separation of the genuine and impostor distributions leading to an 81.49% reduction in the equal error rate. © 2008 IEEE.


Publication metadata

Author(s): Dabbah MA, Dlay SS, Woo WL

Publication type: Conference Proceedings (inc. Abstract)

Publication status: Published

Conference Name: 6th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP 2008)

Year of Conference: 2008

Pages: 462-465

Publisher: IEEE

URL: http://dx.doi.org/10.1109/CSNDSP.2008.4610785

DOI: 10.1109/CSNDSP.2008.4610785

Library holdings: Search Newcastle University Library for this item

ISBN: 9781424418756


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