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Comparing Haar-Hilbert and Log-Gabor based iris encoders on Bath Iris Image Database

Domenii publicaţii > Ştiinţe informatice + Tipuri publicaţii > Articol în volumul unei conferinţe

Autori: N. Popescu-Bodorin, V. E. Balas

Editorial: 4th International Workshop on Soft Computing Applications, 2010.

Rezumat:

This papers introduces a new family of iris encoders which use 2-dimensional Haar Wavelet Transform for noise attenuation, and Hilbert Transform to encode the iris texture. In order to prove the usefulness of the newly proposed iris encoding approach, the recognition results obtained by using these new encoders are compared to those obtained using the classical Log-Gabor iris encoder. Twelve tests involving single/multienrollment and conducted on Bath Iris Image Database are presented here. One of these tests achieves an Equal Error Rate comparable to the lowest value reported so far for this database. New Matlab tools for iris image processing are also released together with this paper: a second version of the Circular Fuzzy Iris Segmentator (CFIS2), a fast Log-Gabor encoder and two Haar-Hilbert based encoders.

Cuvinte cheie: iris segmentation, iris recognition, single-enrollment, multi-enrollment, University of Bath Iris Image Database, Haar-Hilbert Iris Encoder, Log-Gabor Iris Encoder, Circular Fuzzy Iris Segmentation, HH1, HH2, LGE, CFIS2 // iris segmentation, iris recognition, single-enrollment, multi-enrollment, University of Bath Iris Image Database, Haar-Hilbert Iris Encoder, Log-Gabor Iris Encoder, Circular Fuzzy Iris Segmentation, HH1, HH2, LGE, CFIS2

URL: http://fmi.spiruharet.ro/bodorin/articles/ieee-sofa-2010-bodorin-balas.pdf