Fairhurst, M.C. and Rahman, A.F.R. and Rahman, R. (2002) Recognition of Handwritten Bengali Characters: A Novel Multistage Approach. Pattern Recognition, 35 (5). pp. 997-1006. ISSN 0031-3203 .
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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.
|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:||14 Jan 2010 14:26|
|Resource URI:||http://kar.kent.ac.uk/id/eprint/7116 (The current URI for this page, for reference purposes)|
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