Title of article
A Fingerprint Minutiae Recognition System Based on Genetic Algorithms
Author/Authors
Jaam, Jihad University of Qatar - Computer Science and Engineering Department, Qatar , Rebaiaia, Mohamed University of Batna - Computer Science Department, Algeria , Hasnah, Ahmad University of Qatar - Computer Science and Engineering Department, Qatar
From page
242
To page
248
Abstract
In this paper, we propose a fingerprint verification system using two different modules: the automatic classification of fingerprints which is based on the minutiae-matching algorithms and the verification-search technique which is based on genetic algorithms. Our experiments on a large set of fingerprint images show that our approach is highly promising. Its performance shows a great flexibility in recognizing a person very quickly with an error-prone of at most 1%.
Keywords
Image processing , pattern recognition , fingerprint’s minutiae detection , genetic algorithms
Journal title
The International Arab Journal of Information Technology (IAJIT)
Journal title
The International Arab Journal of Information Technology (IAJIT)
Record number
2543344
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