Evolutionary Algorithms Application Analysis in Biometric Systems

Wide usage of biometric information for person identity verification purposes, terrorist acts prevention measures and authenticationprocess simplification in computer systems has raised significant attention to reliability and efficiency of biometricsystems. Modern biometric systems still face many...

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Main Authors: N. Goranin, A. Cenys
Format: Article
Language:English
Published: Eastern Macedonia and Thrace Institute of Technology 2010-01-01
Series:Journal of Engineering Science and Technology Review
Subjects:
Online Access:http://www.jestr.org/downloads/volume3/fulltext152010.pdf
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author N. Goranin
A. Cenys
author_facet N. Goranin
A. Cenys
author_sort N. Goranin
collection DOAJ
description Wide usage of biometric information for person identity verification purposes, terrorist acts prevention measures and authenticationprocess simplification in computer systems has raised significant attention to reliability and efficiency of biometricsystems. Modern biometric systems still face many reliability and efficiency related issues such as reference databasesearch speed, errors while recognizing of biometric information or automating biometric feature extraction. Current scientificinvestigations show that application of evolutionary algorithms may significantly improve biometric systems. In thisarticle we provide a comprehensive review of main scientific research done in sphere of evolutionary algorithm applicationfor biometric system parameter improvement.
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spelling doaj.art-7a900650f4bd4723b1a1e3b263daf9592022-12-21T18:37:34ZengEastern Macedonia and Thrace Institute of TechnologyJournal of Engineering Science and Technology Review1791-23772010-01-01317079Evolutionary Algorithms Application Analysis in Biometric SystemsN. GoraninA. CenysWide usage of biometric information for person identity verification purposes, terrorist acts prevention measures and authenticationprocess simplification in computer systems has raised significant attention to reliability and efficiency of biometricsystems. Modern biometric systems still face many reliability and efficiency related issues such as reference databasesearch speed, errors while recognizing of biometric information or automating biometric feature extraction. Current scientificinvestigations show that application of evolutionary algorithms may significantly improve biometric systems. In thisarticle we provide a comprehensive review of main scientific research done in sphere of evolutionary algorithm applicationfor biometric system parameter improvement.http://www.jestr.org/downloads/volume3/fulltext152010.pdfgeneticalgorithmevolutionarybiometry
spellingShingle N. Goranin
A. Cenys
Evolutionary Algorithms Application Analysis in Biometric Systems
Journal of Engineering Science and Technology Review
genetic
algorithm
evolutionary
biometry
title Evolutionary Algorithms Application Analysis in Biometric Systems
title_full Evolutionary Algorithms Application Analysis in Biometric Systems
title_fullStr Evolutionary Algorithms Application Analysis in Biometric Systems
title_full_unstemmed Evolutionary Algorithms Application Analysis in Biometric Systems
title_short Evolutionary Algorithms Application Analysis in Biometric Systems
title_sort evolutionary algorithms application analysis in biometric systems
topic genetic
algorithm
evolutionary
biometry
url http://www.jestr.org/downloads/volume3/fulltext152010.pdf
work_keys_str_mv AT ngoranin evolutionaryalgorithmsapplicationanalysisinbiometricsystems
AT acenys evolutionaryalgorithmsapplicationanalysisinbiometricsystems