Title of paper:
|
A GN model for on-line signature verification
|
Author(s):
|
Desislava Boyadzhieva
|
Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, 2 “Acad. G. Bonchev” Str., 1113 Sofia, Bulgaria,
|
d.n.dimitrova@gmail.com
|
Georgi Gluhchev
|
Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, 2 “Acad. G. Bonchev” Str., 1113 Sofia, Bulgaria,
|
gluhchev@iinf.bas.bg
|
|
Presented at:
|
14th IWGN, Burgas, 29-30 November 2013
|
Published in:
|
Conference proceedings, pages 65-70
|
Download:
|
PDF (158 Kb, File info)
|
Abstract:
|
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.
|
Keywords:
|
Generalized nets, On-line signature verification, Neural networks.
|
AMS Classification:
|
68Q85, 62H30.
|
References:
|
- Nalwa, V.S., I. Ekeland, Automatic on-line signature verification. Proceedings of the IEEE 85, 1997, 213–239.
- Atanassov, K. Generalized Nets in Artifficial Intelligence. Vol. 1: Generalized nets and Expert Systems. “Prof. M. Drinov” Academic Publishing House, Sofia, 1998.
- Jain, A., Stan Li. Encyclopedia of Biometrics, Springer, 2009.
- Atanassov, K. Generalized Nets. World Scientific, Singapore, 1991.
- Hocking, R. R., R. Leslie. Selection of the Best Subset in Regression Analysis. Techno-metrics, Vol. 9, 1967, 531–540.
- LaMotte, L. R., R. R. Hocking. Computational Efficiency in the Selection of Regression Variables. Technometrics, Vol. 12, 1970, 83–93.
- 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.
- Savov, M., G. Gluhchev. Signature verification via Hand-Pen motion investigation. Proc. Int. Conf. “Recent Advances in Soft Computing”, Canterbury, 2006, 490–495.
- 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.
- Leclerc, F., R. Plamondon. Automatic signature verification: The state of the art 1989–1993. International Journal of Pattern Recognition and Artificial Intelligence, Vol. 8, 1994, No. 3, 643–660.
- McCabe, A., J. Trevathan, W. Read. Neural network-based handwritten signature verification. Journal of Computers, Vol. 3, 2008, No. 8, 9–22.
|
Citations:
|
The list of publications, citing this article may be empty or incomplete. If you can provide relevant data, please, write on the talk page.
|
|