Comparative analysis of registration based and registration free methods for cancelable fingerprint biometrics

Cancelable biometric systems are gaining in popularity for use in person authentication for applications where the privacy and security of biometric templates are important considerations. A variety of approaches have been proposed in the literature. In this work, we have chosen two (a registration...

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Bibliographic Details
Published in2008 19th International Conference on Pattern Recognition pp. 1 - 4
Main Authors Thomas, A.O., Ratha, N.K., Connell, J.H., Bolle, R.M.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.12.2008
Subjects
Authentication
Biometrics
Data privacy
Data security
Feature extraction
Fingerprint recognition
Image matching
Performance analysis
Testing
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Summary:Cancelable biometric systems are gaining in popularity for use in person authentication for applications where the privacy and security of biometric templates are important considerations. A variety of approaches have been proposed in the literature. In this work, we have chosen two (a registration based and a registration free) techniques and performed a comparative study focusing on template representation size, useful dataset coverage, system accuracy and transform strength. Results show that both systems have their own advantages that are suited for use in specific applications.
ISBN:9781424421749
1424421748
ISSN:1051-4651
2831-7475
DOI:10.1109/ICPR.2008.4761461