Off-line arabic signature recognition and verification

Authors
Citation
Ma. Ismail et S. Gad, Off-line arabic signature recognition and verification, PATT RECOG, 33(10), 2000, pp. 1727-1740
Citations number
29
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
PATTERN RECOGNITION
ISSN journal
00313203 → ACNP
Volume
33
Issue
10
Year of publication
2000
Pages
1727 - 1740
Database
ISI
SICI code
0031-3203(200010)33:10<1727:OASRAV>2.0.ZU;2-Y
Abstract
Off-line signature recognition and verification is an important part of man y business processes. It can be used in many applications such as cheques, certificates, contracts and historical documents. In this paper, a system o f two separate phases for signature recognition and verification is develop ed. A recognition technique is developed based on a multistage classifier a nd a combination of global and local features. New algorithms for signature verification based on fuzzy concepts are also described and tested. It is concluded from the experimental results that each of the proposed technique s performs well on different counts. (C) 2000 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.