Recognition of handwritten Bengali characters: A novel multistage approach
Identifieur interne : 001966 ( Main/Exploration ); précédent : 001965; suivant : 001967Recognition of handwritten Bengali characters: A novel multistage approach
Auteurs : A. F. R. Rahman [Royaume-Uni] ; R. Rahman ; M. C. FairhurstSource :
- Pattern Recognition [ 0031-3203 ] ; 2002.
Descripteurs français
- Pascal (Inist)
English descriptors
- KwdEn :
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.
Affiliations:
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Le document en format XML
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<front><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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