Modular ART based neural network for OCR problems
Identifieur interne : 002880 ( Main/Exploration ); précédent : 002879; suivant : 002881Modular ART based neural network for OCR problems
Auteurs : P. Podgornik [Slovénie] ; A. Dobnikar [Slovénie]Source :
Descripteurs français
- Pascal (Inist)
English descriptors
- KwdEn :
Abstract
Modular ART neural network (MART) is introduced in order to increase the probability of correct Optical Character Recognition. Both layers and the Reset module are modified. A new learning algorithm combined with Adaptive LVQ is introduced, in order to increase recognition reliability. 3 different fonts were used in exhaustive testing, with MLP and FLVQ methods used as references.
Affiliations:
Links toward previous steps (curation, corpus...)
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Le document en format XML
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<front><div type="abstract" xml:lang="en">Modular ART neural network (MART) is introduced in order to increase the probability of correct Optical Character Recognition. Both layers and the Reset module are modified. A new learning algorithm combined with Adaptive LVQ is introduced, in order to increase recognition reliability. 3 different fonts were used in exhaustive testing, with MLP and FLVQ methods used as references.</div>
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