Fingerprint matching algorithm based on discrete to continuous approach

Matching is a key operation in the current fingerprint system. The objective of fingerprint matching is to achieve a high reliability in comparing two fingerprint details. The large variability in different impressions of the same finger makes reliable matching fingerprint an extremely difficult pro...

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Bibliographic Details
Published in2016 International Conference on Electrical and Information Technologies (ICEIT) pp. 414 - 417
Main Authors Aqili, N., Maazouzi, A., Raji, M., Jilbab, A., Chaouki, S., Hammouch, A.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2016
Subjects
Algorithm design and analysis
Authentication
discrete to continuous
Feature extraction
fingerprint matching
Fingerprint recognition
Pattern matching
Point Pattern Matching
Reliability
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Summary:Matching is a key operation in the current fingerprint system. The objective of fingerprint matching is to achieve a high reliability in comparing two fingerprint details. The large variability in different impressions of the same finger makes reliable matching fingerprint an extremely difficult problem. In this paper, a minutiae-based algorithm for fingerprint pattern recognition and matching is proposed, based on discrete to continuous approach, which is essentially a point pattern matching approach. By transforming this discrete problem to a continuous problem, the experimental results of the proposed algorithm demonstrate efficient recognition and matching performance compared with several minutiae based algorithms.
DOI:10.1109/EITech.2016.7519632