Mathematical Model for the Probabilistic Minutia Distribution in Biometric Fingerprint Images

Sergey Rassomakhin,Alexandr Kuznetsov,Vladimir Shlokin,Ivan Belozertsev,Roman Serhiienko

Mathematical Model for the Probabilistic Minutia Distribution in Biometric Fingerprint Images

2018

Sergey Rassomakhin
Alexandr Kuznetsov
Vladimir Shlokin
Ivan Belozertsev
Roman Serhiienko

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.

Keywords:

Probability density function
Probabilistic logic
Heuristic
Biometrics
Fingerprint recognition
Fingerprint
Computer science
Artificial intelligence
Random variable
Pattern recognition
Minutiae
Medical imaging

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