Title of article
Ensemble of multiple Palmprint representation
Author/Authors
Nanni، نويسنده , , Loris and Lumini، نويسنده , , Alessandra، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2009
Pages
6
From page
4485
To page
4490
Abstract
In this work, a new approach for personal authentication using palm image is presented. We design three ensembles of matchers which employ different feature representation schemes of the images: discrete cosine coefficients; invariant local binary patterns; Gabor filters. Each ensemble is obtained by varying the features used to train their matchers.
mental results confirm that the three methods give complementary information which has been exploited by fusion rules. Finally, we combine our Palm based method system with other biometric characteristics that can be extracted from the hand (middle finger, ring finger, hand geometry), obtaining a further improvement of the performance.
Keywords
Gabor filters , Multi-matcher , Discrete cosine transform , biometric verification , Palm authentication
Journal title
Expert Systems with Applications
Serial Year
2009
Journal title
Expert Systems with Applications
Record number
2345762
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