An MLP using Hough transform based fuzzy feature extraction for Bengali script recognition

Authors
Sural, S Das, PK
Citation
S. Sural et Pk. Das, An MLP using Hough transform based fuzzy feature extraction for Bengali script recognition, PATT REC L, 20(8), 1999, pp. 771-782
Citations number
29
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
PATTERN RECOGNITION LETTERS
ISSN journal
01678655 → ACNP
Volume
20
Issue
8
Year of publication
1999
Pages
771 - 782
Database
ISI
SICI code
0167-8655(199908)20:8<771:AMUHTB>2.0.ZU;2-5
Abstract
We define fuzzy sets on the Hough transform of character pattern pixels fro m which additional fuzzy sets are synthesized using t-norms. A multilayer p erceptron trained with a number of linguistic set memberships derived from these t-norms can recognize characters of Bengali scripts by their similari ties to different fuzzy pattern classes. (C) 1999 Elsevier Science B.V. All rights reserved.