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An Idea of the Dynamic Signature Verification Based on a Hybrid Approach
Czestochowa University of Technology, POL.
Czestochowa University of Technology, POL.
Blekinge Institute of Technology, Faculty of Engineering, Department of Mathematics and Natural Sciences.ORCID iD: 0000-0002-9920-7946
2016 (English)In: Artificial Intelligence and Soft Computing LNAI 9693: Proceedings of the 15th International Conference, ICAISC 2016 / [ed] Leszek Rutkowski et al., Berlin Heidelberg: Springer, 2016, Vol. II, 232-246 p.Conference paper (Refereed)
Abstract [en]

Dynamic signature verification is a very interesting biometric issue. It is difficult to realize because signatures of the user are characterized by relatively high intra-class and low inter-class variability. However, this method of an identity verification is commonly socially acceptable.

It is a big advantage of the dynamic signature biometric attribute. In this paper, we propose a new hybrid algorithm for the dynamic signature verification based on global and regional approach. We present the simulation results of the proposed method for BioSecure DS2 database, distributed by the BioSecure Association.

Place, publisher, year, edition, pages
Berlin Heidelberg: Springer, 2016. Vol. II, 232-246 p.
Series
Lecture Notes in Artificial Intelligence, ISSN 0302-9743 ; 9693
Keyword [en]
behavioral biometrics, dynamic signature, hybrid approach, flexible neuro-fuzzy system, one-class classifier
National Category
Engineering and Technology Natural Sciences
Identifiers
URN: urn:nbn:se:bth-11962DOI: 10.1007/978-3-319-39384-1_21ISI: 000400688200021ISBN: 978-3-319-39383-4 (print)ISBN: 978-3-319-39384-1 (print)OAI: oai:DiVA.org:bth-11962DiVA: diva2:933151
Conference
15th International Conference, ICAISC 2016
Available from: 2016-06-03 Created: 2016-06-03 Last updated: 2017-05-26Bibliographically approved

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