International Journal of Image, Graphics and Signal Processing (IJIGSP)
IJIGSP Vol. 5, No. 8, 28 Jun. 2013
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Wavelet, Gabor Filters and Co-occurrence Matrix for Palmprint Verification
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Author(s)
Anouar Ben Khalifa
1,*
Lamia Rzouga
1
Najoua Essoukri BenAmara
1
Index Terms
Biomtrics, Palmprint verification, PolyU database, support vector machines, wavelet, Gabor filters, co-occurrence matrix
Abstract
Authentication through the palmprint is a field of biometrics. Palmprint-based personal verification has quickly entered the biometric family. It has become increasingly popular in the recent years due to its ease of acquisition, reliability and high user acceptance. In this paper, we present an authentication system based on the palmprint. We are particularly interested in the feature extraction step. Three feature extraction techniques based on the discrete wavelet transform, the Gabor filters and the co-occurrence matrix are evaluated. The support vector machine is used for the classification step. The results have been validated on the PolyU database related to 400 users. The best results have been achieved with the wavelet decomposition.
Cite This Paper
Anouar Ben Khalifa,Lamia Rzouga,Najoua Essoukri BenAmara,"Wavelet, Gabor Filters and Co-occurrence Matrix for Palmprint Verification", IJIGSP, vol.5, no.8, pp.1-8, 2013. DOI: 10.5815/ijigsp.2013.08.01
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