Secure face biometric verification in the randomized Radon space

Abstract

Biometrics has become a strong candidate to replace traditional authentication systems however biometric data in itself is vulnerable and requires protection. This paper presents a new method to protect face biometric data using one-way transformation in which original face images cannot be retrieved. The secure and reissueable templates are generated by utilizing the Radon transformed signatures of the face biometric and a multi-space random projection. Using an image-based statistical algorithm, authentication is conducted on the transformed templates without the need to reverse them back. Genuine and impostor distributions separation was also improved by 13.82% leading to a 41.35% reduction in the equal error rate. Index Terms — cancellable biometric, face recognition, Radon transform, random projection.

DOI: 10.1109/ICME.2008.4607583

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Cite this paper

@inproceedings{Dabbah2008SecureFB, title={Secure face biometric verification in the randomized Radon space}, author={Mohammad A. Dabbah and Satnam Singh Dlay and Wai Lok Woo}, booktitle={ICME}, year={2008} }