Offline signature verification by the analysis of cursive strokes

Citation
Bn. Fang et al., Offline signature verification by the analysis of cursive strokes, INT J PATT, 15(4), 2001, pp. 659-673
Citations number
23
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
ISSN journal
02180014 → ACNP
Volume
15
Issue
4
Year of publication
2001
Pages
659 - 673
Database
ISI
SICI code
0218-0014(200106)15:4<659:OSVBTA>2.0.ZU;2-R
Abstract
In this paper, a method is proposed for offline signature verification. It is based on a smoothness criterion. It is observed that the cursive segment s of forgery signatures are generally less smooth and less natural than the genuine ones, especially for those signatures that consist elf cursive gra phic patterns. Two approaches are proposed to extract a smoothness feature: a crossing method and a fractal dimension method. When the proposed smooth ness feature is combined with other global shape features for signature ver ification, satisfactory results are obtained.