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Size Independent Bangla Character Recognition System

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description
 

The character recognition process is implemented in the two stages. They are learning stage and testing stage. In learning stage, the following steps are considered. These are Scanned Character by scanner, Pre-processing, Feature Extraction, Training and a set of processed character. At first, the character to be recognized is scanned through a scanner and thus the character becomes a bitmap image. Then the boundary region of the saved image I is extracted. The feature of the scaled image is extracted and converted into an m x n matrix, which is reduced to very small matrix such as 16 X 16 using by matlab imresize scaling function. The feature matrix is then fed to the multilayer feedforward Neural Network. The testing stage includes Scanned Character, Pre-processing, Feature Extraction, Classification and Classified Character. In the phase of Classification, the selected features have been contained enough information within it to identity each character class uniquely. At the last phase, each unknown characters are tested through the experimental extracted features of character. The Bangla ‘Banjonborno’ and ‘Sorborno’ characters have been chosen to test the recognition System.

Product Specifications
SKU :COC65215
AuthorNazmun Nessa Moon and . Fernaz Narin Nur
LanguageEnglish
BindingPaperback
Number of Pages64
Publishing Year2013-01-13T00:00:00.000
ISBN9783847341659
Edition1 st
Book TypeComputing & information technology
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-08 00:00:00
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