DocumentCode
296185
Title
Off-line signature verification using fuzzy ARTMAP neural network
Author
Murshed, Nabeel A. ; Bortolozzi, Flavio ; Sabourin, Robert
Author_Institution
Dept. de Inf., CEFET-PR, Pontificia Univ. Catolica do Parana, Curitiba, Brazil
Volume
4
fYear
1995
fDate
Nov/Dec 1995
Firstpage
2179
Abstract
This work presents a fuzzy ARTMAP based off-line signature verification system. Compared to the conventional systems proposed thus far, the presented system is trained with genuine signatures only. Six experiments have been performed on a database of 200 signatures taken from five writers (40 signatures/writer). Evaluation of the system was measured using different numbers of training signatures (3, 6, 9, 12, 15 and 18)
Keywords
ART neural nets; fuzzy neural nets; handwriting recognition; fuzzy ARTMAP based off-line signature verification system; fuzzy ARTMAP neural network; Banking; Electronic mail; Forgery; Fuzzy neural networks; Fuzzy sets; Fuzzy systems; Handwriting recognition; Neural networks; Pattern recognition; System performance;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1995. Proceedings., IEEE International Conference on
Conference_Location
Perth, WA
Print_ISBN
0-7803-2768-3
Type
conf
DOI
10.1109/ICNN.1995.489018
Filename
489018
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