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Recognition of handwritten Bengali characters: A novel multistage approach

Identifieur interne : 001966 ( Main/Exploration ); précédent : 001965; suivant : 001967

Recognition of handwritten Bengali characters: A novel multistage approach

Auteurs : A. F. R. Rahman [Royaume-Uni] ; R. Rahman ; M. C. Fairhurst

Source :

RBID : Pascal:02-0160317

Descripteurs français

English descriptors

Abstract

A multistage scheme for the recognition of handwritten Bengali characters is introduced. An analysis of the Bengali character set has been carried out to isolate specific high-level features that can help in forming smaller sub-groups within the character set. This analysis demonstrates how detection of these various high-level features might help formulate successful multistage OCR design. A multiple expert decision combination hierarchy has been exploited to achieve higher performance from the proposed multi-stage framework. © 2002 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.


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Le document en format XML

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<div type="abstract" xml:lang="en">A multistage scheme for the recognition of handwritten Bengali characters is introduced. An analysis of the Bengali character set has been carried out to isolate specific high-level features that can help in forming smaller sub-groups within the character set. This analysis demonstrates how detection of these various high-level features might help formulate successful multistage OCR design. A multiple expert decision combination hierarchy has been exploited to achieve higher performance from the proposed multi-stage framework. © 2002 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.</div>
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   |texte=   Recognition of handwritten Bengali characters: A novel multistage  approach
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