Theoretical approach to developing efficient algorithms of fingerprint enhancement / Khachay M.Y., Pasynkov M. // Communications in Computer and Information Science. - 2015. - V. 542, l. . - P. 83-95.

ISSN:
18650929
Type:
Conference Paper
Abstract:
A new theoretical approach to construction of efficient algorithms for fingerprint image enhancement is proposed. The approach comprises novel modifications of advanced orientation field estimation techniques such as the method of fingerprint core extraction based on Poincar´e indexes and model-based smoothing for the gradient-based approximation of an orientation field by Legendre polynomials, and new adaptive Gabor filtering technique based on holomorphic transformations of coordinates. © Springer International Publishing Switzerland 2015.
Author keywords:
Conformal map; Fingerprint image enhancement; Gabor filter; Holomorphic function; Model-based approximation; Orientation field; Poincar´e index
Index keywords:
Algorithms; Biometrics; Conformal mapping; Gabor filters; Image analysis; Conformal map; Fingerprint image enhancement; Holomorphic functions; Model-based OPC; Orientation fields; Image enhancement
DOI:
10.1007/978-3-319-26123-2_8
Смотреть в Scopus:
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84951872483&doi=10.1007%2f978-3-319-26123-2_8&partnerID=40&md5=9bd9ce1a3cf7323e446b91ddedbed008
Соавторы в МНС:
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Link https://www.scopus.com/inward/record.uri?eid=2-s2.0-84951872483&doi=10.1007%2f978-3-319-26123-2_8&partnerID=40&md5=9bd9ce1a3cf7323e446b91ddedbed008
Affiliations Krasovsky Institute of Mathematics and Mechanics, 16 S. Kovalevskoy St, Ekaterinburg, Russian Federation; Ural Federal University, 19 Mira St, Ekaterinburg, Russian Federation
Author Keywords Conformal map; Fingerprint image enhancement; Gabor filter; Holomorphic function; Model-based approximation; Orientation field; Poincar´e index
Funding Details 14-11-00109, RSF, Russian Science Foundation
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Correspondence Address Khachay, M.Y.; Krasovsky Institute of Mathematics and Mechanics, 16 S. Kovalevskoy St, Russian Federation; email: mkhachay@imm.uran.ru
Editors Labunets V.G.Khachay M.Yu.Panchenko A.Konstantinova N.Ignatov D.I.
Sponsors Etal;Exactpro;GraphiCon;IT Centre;Krasovsky Institute of Mathematics and Mechanics
Publisher Springer Verlag
Conference name 4th International Conference on Analysis of Images, Social Networks and Texts, AIST 2015
Conference date 9 April 2015 through 11 April 2015
Conference code 158559
ISBN 9783319261225
Language of Original Document English
Abbreviated Source Title Commun. Comput. Info. Sci.
Source Scopus