Journal of Computer Sciences and Applications
ISSN (Print): 2328-7268 ISSN (Online): 2328-725X Website: https://www.sciepub.com/journal/jcsa Editor-in-chief: Minhua Ma, Patricia Goncalves
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Journal of Computer Sciences and Applications. 2013, 1(2), 23-26
DOI: 10.12691/jcsa-1-2-2
Open AccessReview Article

An Off-Line Signature Verification

Vahe Khachaturyan,

Pub. Date: April 23, 2013

Cite this paper:
Vahe Khachaturyan. An Off-Line Signature Verification. Journal of Computer Sciences and Applications. 2013; 1(2):23-26. doi: 10.12691/jcsa-1-2-2

Abstract

An off-line signature verification system attempts to authenticate the identity of an individual by examining his/her handwritten signature, after it has been successfully extracted from, for example, a cheek, a debit or credit card transaction slip, or any other legal document. In this paper a novel off-line signature verification system selecting 120 feature points from the geometric center of the signature and compares them with the already trained feature points.

Keywords:
offline signature geometric center feature point FAR (false acceptance rate)

Creative CommonsThis work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

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References:

[1]  Marc J.J. Brault and R. Plamondon, "Segmanting Handwritten Signatures at Their Perceptually Important Points", IEEE Trans. Pattern Analysis and Machine Intelligence, 15(9): 953-957, Sept.1993.
 
[2]  J Edson, R. Justino, F. Bortolozzi and R. Sabourin, "A comparison of SVM and HMM classifiers in the offlinesignature verification", Pattern Recognition Letters 26, 1377-1385, 2005.
 
[3]  J Edson, R. Justino, A. El Yacoubi, F. Bortolozzi and R. Sabourin, "An off-line Signature Verification System Using HMM and Graphometric features", DAS 2000, pp. 211-222, Dec.2000.
 
[4]  B. Fang, C.H. Leung, Y.Y. Tang, K.W. Tse, P.C.K. Kwok and Y.K. Wong, "Off-line signature verification by the tracking of feature and stroke positions", Pattern Recognition, 36(1): 91-101. 2003.
 
[5]  Migual A. Ferrer, Jesus B. Alonso and Carlos M. Travieso, "Off-line Geometric Parameters for Automatic SignatureVerification Using Fixed-Point Arithmetic", IEEE Tran. on Pattern Analysis and Machine Intelligence, 27(6), June 2005.
 
[6]  R. Plamondon and S.N. Srihari, "Online and Offline Handwriting Recognition: A Comprehensive Survey", IEEE Tran. on Pattern Analysis and Machine Intelligence, 22(1): 63-84, Jan.2000.
 
[7]  J Edson, R. Justino, F. Bortolozzi and R. Sabourin, "An off-line signature verification using HMM for Random, Simple and Skilled Forgeries", Sixth International Conference on Document Analysis and Recognition, pp.1031-1034, Sept.2001.
 
[8]  J Edson, R. Justino, F. Bortolozzi and R. Sabourin, "The Interpersonal and Intrapersonal Variability Influences on Off-line Signature Verification Using HMM", Proc. XV Brazilian Symp. Computer Graphics and Image Processing, 2002, pp. 197-202, Oct.2002.
 
[9]  A. Zimmer and L.L. Ling, "A Hybrid On/Off Line Handwritten Signature Verification System", Seventh International Conference on Document Analysis and Recognition, 1: 424-428, Aug.2003.