RUS  ENG
Full version
JOURNALS // Intelligent systems. Theory and applications // Archive

Intelligent systems. Theory and applications, 2016 Volume 20, Issue 2, Pages 103–120 (Mi ista128)

Fingerprints matching algorithm using a longest path problem

A. V. Poliakov, I. Kovalev

Lomonosov Moscow State University, Faculty of Mechanics and Mathematics

Abstract: This paper presents a novel algorithm to fingerprint verification using longest path problem. Central to the proposed approach is the idea of the longest path searchin a specially constructed graph. A computational speed of the proposed approach considers 100 comparisons per second in average (Intel Core i5-2500 CPU @3.30 GHz 3.30GHz,4 أف خاس, خر Windows 7). The proposed algorithm has been tested on a database FVC2002 DB1b of 80 fingerprints (8 fingerprints from 10 persons) and a database FTdb (5 fingerprints from 211 persons), demonstrating better performance then Astr-algorithm.

Keywords: fingerprint matching algorithm, longest path problem, minutia, biometric system.



© Steklov Math. Inst. of RAS, 2024