Probabilistic minutia distribution in biometric fingerprint images
Journal Title: КОМП’ЮТЕРНІ НАУКИ ТА КІБЕРБЕЗПЕКА - Year 2018, Vol 2, Issue 10
Abstract
The analysis of the fingerprint scanning results shows an extremely small degree of similarity among the obtained images. The cause of the problem mentioned above is not only the complexity of the procedure itself, but also the imperfection of the used recognition algorithms. The research involves development of a mathematical model for the probabilistic minutia distribution in biometric fingerprint images. The suggested model is based on heuristic analysis of the fingerprint scanning results with account for the nature of the potential errors. She allows to model a typical minutiae behavior in the biometric fingerprint images.
Authors and Affiliations
Sergey Rassomakhin, Alexandr Kuznetsov, Vladimir Shlokin, Ivan Belozertsev, Roman Serhiienko
Keywords
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- EP ID EP432094
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Probabilistic minutia distribution in biometric fingerprint images
The analysis of the fingerprint scanning results shows an extremely small degree of similarity among the obtained images. The cause of the problem mentioned above is not only the complexity of the procedure itself, but a...