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
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)
