Recognition of Handwritten Bengali Characters: A Novel Multistage Approach

Fairhurst, Michael and Rahman, Ahmad Fuad Rezaur and Rahman, R. (2002) Recognition of Handwritten Bengali Characters: A Novel Multistage Approach. Pattern Recognition, 35 (5). pp. 997-1006. ISSN 0031-3203 . (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

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Official URL
http://dx.doi.org/10.1016/S0031-3203(01)00089-9

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.

Item Type: Article
Uncontrolled keywords: handwritten Bengali character recognition; hierarchical structure; high-level feature extraction; multiple expert decision combination
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics (see also: telecommunications) > TK7880 Applications of electronics (inc industrial & domestic) > TK7882.P3 Pattern Recognition
T Technology > TA Engineering (General). Civil engineering (General) > TA1637 Image Analysis, Image Processing
Divisions: Faculties > Science Technology and Medical Studies > School of Engineering and Digital Arts > Image and Information Engineering
Depositing User: Yiqing Liang
Date Deposited: 11 Jun 2008 16:03
Last Modified: 07 May 2014 09:09
Resource URI: https://kar.kent.ac.uk/id/eprint/7116 (The current URI for this page, for reference purposes)
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