Secure face biometric verification in the randomized Radon space

M. A. Dabbah; S. S. Play; W. L. Woo

Secure face biometric verification in the randomized Radon space

M. A. Dabbah, S. S. Play, W. L. Woo

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

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. © 2008 IEEE.

Original language	English
Title of host publication	2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings\|IEEE Int. Conf. Multimedia Expo, ICME - Proc.
Pages	909-912
Number of pages	3
Publication status	Published - 2008
Event	2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Hannover Duration: 1 Jul 2008 → …

Conference

Conference	2008 IEEE International Conference on Multimedia and Expo, ICME 2008
City	Hannover
Period	1/07/08 → …

Keywords

Cancellable biometric
Face recognition
Radon transform
Random projection

Cite this

@inproceedings{8abba9cc5aea42c08b5ca4db8ee9a21c,

title = "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. {\textcopyright} 2008 IEEE.",

keywords = "Cancellable biometric, Face recognition, Radon transform, Random projection",

author = "Dabbah, {M. A.} and Play, {S. S.} and Woo, {W. L.}",

year = "2008",

language = "English",

isbn = "9781424425716",

pages = "909--912",

booktitle = "2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings|IEEE Int. Conf. Multimedia Expo, ICME - Proc.",

note = "2008 IEEE International Conference on Multimedia and Expo, ICME 2008 ; Conference date: 01-07-2008",

}

TY - GEN

T1 - Secure face biometric verification in the randomized Radon space

AU - Dabbah, M. A.

AU - Play, S. S.

AU - Woo, W. L.

PY - 2008

Y1 - 2008

N2 - 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. © 2008 IEEE.

AB - 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. © 2008 IEEE.

KW - Cancellable biometric

KW - Face recognition

KW - Radon transform

KW - Random projection

M3 - Conference contribution

SN - 9781424425716

SP - 909

EP - 912

BT - 2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings|IEEE Int. Conf. Multimedia Expo, ICME - Proc.

T2 - 2008 IEEE International Conference on Multimedia and Expo, ICME 2008

Y2 - 1 July 2008

ER -

Secure face biometric verification in the randomized Radon space

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Keywords

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