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Journal of Emerging Trends in Computing and Information Sciences >> Call for Papers Vol. 8 No. 3, March 2017

Journal of Emerging Trends in Computing and Information Sciences

Current Arabic (Hindi) Hand Written Numbers Segmentaion and Recognition Advance ImageProcessing and Neural Network

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Author Marwan A. Abu-Zanona, Bassam M. El-Zaghmouri
ISSN 2079-8407
On Pages 936-941
Volume No. 3
Issue No. 6
Issue Date June 01, 2012
Publishing Date June 01, 2012
Keywords Hand written; Arabic; number recognition; morphology; neural network, LVQ, radon transform.


Abstract

As a completion of Arabic hand written recognition, the Arabic numbers which are commonly known as “Old-Indian Numbers” are taken place in full text recognition and applications. Hand written Arabic numbers have less complexity than Arabic characters, but such researches are has few interests. The curves shape of these numbers make its characteristics difficult to be recognized by intelligent systems. This paper adapts and implements neural network to takes the features of number segment and recognize it in high reliability and accuracy. The numbers are being segmented by morphological approach. A MATLAB based program is developed to validity testing of the proposed system enhance the accuracy to by 98% over the testing data set.  

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