Fingerprint identification using hierarchical matching and topological structures

TitreFingerprint identification using hierarchical matching and topological structures
Publication TypeJournal Article
Year of Publication2017
AuthorsElmouhtadi, Ma, Fkihi, Sab El, Aboutajdine, Da
JournalAdvances in Intelligent Systems and Computing
Volume533
Pagination714-722
Abstract

Fingerprint identification is one of the most popular and efficient biometric technique used for improving automatic personal identification. In this paper, we will present a new indexing based method, in the first step, on estimation of singular point considered as an important feature in the fingerprint using a directional file. In the second step, a hierarchical Delaunay triangulation was applied on the minutiae around the singular point extracted. Comparison of two fingerprints was calculated by introducing the barycenter notion so as to ensure the exact location of the similar triangles. We have performed extensive experiments and comparisons to demonstrate the effectiveness of the proposed approach using a challenging public database (i.e., FVC2000) which contains small area and low quality fingerprints. © Springer International Publishing AG 2017.

URLhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84994504482&doi=10.1007%2f978-3-319-48308-5_68&partnerID=40&md5=8c568e5df1645e23782fc831e2182b69
DOI10.1007/978-3-319-48308-5_68
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