Title :
Cancelable iris-templates using key-dependent wavelet transforms
Author :
Hammerle-Uhl, Jutta ; Pschernig, E. ; Uhl, Andreas
Author_Institution :
Dept. of Comput. Sci., Univ. of Salzburg, Salzburg, Austria
Abstract :
To enable cancelable biometrics, we apply two variants of key-dependent wavelet transforms (parameterised filters and wavelet packets) and combinations thereof in the feature extraction stage of a classical, wavelet-based iris recognition scheme. The CASIA V3 Interval iris database is used and experimental results on the matching performance and key sensitivity employing the cancelable transforms confirm that the proposed approach is secure and accurate.
Keywords :
feature extraction; iris recognition; wavelet transforms; CASIA V3 interval iris database; cancelable biometrics; cancelable iris templates; cancelable transforms; feature extraction; key dependent wavelet transforms; wavelet based iris recognition; Feature extraction; Iris recognition; Security; Wavelet packets;
Conference_Titel :
Biometrics (ICB), 2013 International Conference on
Conference_Location :
Madrid
DOI :
10.1109/ICB.2013.6612960