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Offline geometric parameters for automatic signature verification using fixed-point arithmetic.

Authors :
Ferrer MA
Alonso JB
Travieso CM
Source :
IEEE transactions on pattern analysis and machine intelligence [IEEE Trans Pattern Anal Mach Intell] 2005 Jun; Vol. 27 (6), pp. 993-7.
Publication Year :
2005

Abstract

This paper presents a set of geometric signature features for offline automatic signature verification based on the description of the signature envelope and the interior stroke distribution in polar and Cartesian coordinates. The features have been calculated using 16 bits fixed-point arithmetic and tested with different classifiers, such as hidden Markov models, support vector machines, and Euclidean distance classifier. The experiments have shown promising results in the task of discriminating random and simple forgeries.

Details

Language :
English
ISSN :
0162-8828
Volume :
27
Issue :
6
Database :
MEDLINE
Journal :
IEEE transactions on pattern analysis and machine intelligence
Publication Type :
Academic Journal
Accession number :
15943430
Full Text :
https://doi.org/10.1109/TPAMI.2005.125