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Genctic Algorithm Based Handwritten Numeric Strings Recognition

Author: Maytham A.Shahed
Journal: Basrah Journal for Engineering Science مجلة البصرة للعلوم الهندسية ISSN: Print: 18146120; Online: 23118385 Year: 2010 Volume: 10 Issue: 2 Pages: 66-75
Publisher: Basrah University جامعة البصرة

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Abstract

This paper presents an approach for the recognition of off-line handwritten numeric strings using genetic algorithm. The proposed scheme is divided in two parts. The first part is remove the image noise, then the vertical projection is used to segment the numeric strings at isolated digits and every digit will be presented separately to the second part. The second part using improved genetic algorithm to recognize isolated handwritten digit. The result of the recognition of the numeric strings will display at the exit of the global system.

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