| Title of paper:
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A GN model for on-line signature verification
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| Author(s):
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| Desislava Boyadzhieva
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| Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, 2 “Acad. G. Bonchev” Str., 1113 Sofia, Bulgaria,
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| d.n.dimitrova@gmail.com
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| Georgi Gluhchev
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| Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, 2 “Acad. G. Bonchev” Str., 1113 Sofia, Bulgaria,
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| gluhchev@iinf.bas.bg
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| Presented at:
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14th IWGN, Burgas, 29-30 November 2013
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| Published in:
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Conference proceedings, pages 65-70
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| Download:
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 PDF (158 Kb, File info)
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| Abstract:
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In this paper, a generalized net model for a combined method for on-line signature verification is proposed. The model describes all the necessary steps in developing a signature recognition system: signature data pre-processing, feature extraction and selection, verification and system evaluation.
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| Keywords:
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Generalized nets, On-line signature verification, Neural networks.
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| AMS Classification:
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68Q85, 62H30.
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| References:
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- Nalwa, V.S., I. Ekeland, Automatic on-line signature verification. Proceedings of the IEEE 85, 1997, 213–239.
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- Atanassov, K., G. Gluhchev, S. Hadjitodorov, J. Kacprzyk, A. Shannon, E. Szmidt, V. Vassilev. Generalized Nets Decision Making and Pattern Recognition. EXIT Publishing House, Warsaw School of Information Technology, Warszawa, 2006.
- Gluhchev, G., M. Savov, O. Boumbarov, D. Vassileva. A New Approach to Signature Based Authentication”, Proc. of 2nd Int. Conf. on Biometrics , Seoul, 26–29 August, 2007, 594–603.
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- Atanassov, K., G. Gluhchev, S. Hadjitodorov, A. Shannon, V. Vassilev, Generalized Nets and Pattern Recognition. KvB Visual Concepts Pty Ltd, Monograph No. 6, Sydney, 2003.
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| Citations:
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