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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Format: | Article |
Language: | English |
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Eastern Macedonia and Thrace Institute of Technology
2010-01-01
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Series: | Journal of Engineering Science and Technology Review |
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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. |
first_indexed | 2024-12-22T05:26:17Z |
format | Article |
id | doaj.art-7a900650f4bd4723b1a1e3b263daf959 |
institution | Directory Open Access Journal |
issn | 1791-2377 |
language | English |
last_indexed | 2024-12-22T05:26:17Z |
publishDate | 2010-01-01 |
publisher | Eastern Macedonia and Thrace Institute of Technology |
record_format | Article |
series | Journal of Engineering Science and Technology Review |
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 |