An MLP using Hough transform based fuzzy feature extraction for Bengali script recognition
Identifieur interne : 000444 ( Istex/Curation ); précédent : 000443; suivant : 000445An MLP using Hough transform based fuzzy feature extraction for Bengali script recognition
Auteurs : Shamik Sural [Inde] ; P. K. Das [Inde]Source :
- Pattern Recognition Letters [ 0167-8655 ] ; 1998.
Abstract
We define fuzzy sets on the Hough transform of character pattern pixels from which additional fuzzy sets are synthesized using t-norms. A multilayer perceptron trained with a number of linguistic set memberships derived from these t-norms can recognize characters of Bengali scripts by their similarities to different fuzzy pattern classes.
Url:
DOI: 10.1016/S0167-8655(99)00041-0
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<front><div type="abstract" xml:lang="en">We define fuzzy sets on the Hough transform of character pattern pixels from which additional fuzzy sets are synthesized using t-norms. A multilayer perceptron trained with a number of linguistic set memberships derived from these t-norms can recognize characters of Bengali scripts by their similarities to different fuzzy pattern classes.</div>
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