CHARACTER-RECOGNITION WITH THE COMBINATION OF ARTMAP AND FUZZY RULES

Authors
XU LY QI FH JIANG J LIN CQ
Citation
Ly. Xu et al., CHARACTER-RECOGNITION WITH THE COMBINATION OF ARTMAP AND FUZZY RULES, Hongwai yu haomibo xuebao, 17(5), 1998, pp. 363-368
Citations number
6
Categorie Soggetti
Optics
Journal title
Hongwai yu haomibo xuebao → ACNP
ISSN journal
10019014
Volume
17
Issue
5
Year of publication
1998
Pages
363 - 368
Database
ISI
SICI code
1001-9014(1998)17:5<363:CWTCOA>2.0.ZU;2-X
Abstract
A method for character recognition was presented, which uses ARTMAP an d fuzzy rules. The neural network generates weights, which can be used to determine fuzzy regions. The fuzzy rules recognize most of the tes t samples and ARTMAP recognizes the rest of characters. The experiment result proves that the combining method has higher ratio for characte r recognition. ARTMAP is a fast and efficient neural network, which ha s no local minimum point.