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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

Optical Character Recognition Based on Genetic Algorithms

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Author Khaled M.G Noaman, Jamil Abdulhameed M. Saif, Ibrahim A.A. Alqubati
ISSN 2079-8407
On Pages 203-208
Volume No. 6
Issue No. 4
Issue Date May 1, 2015
Publishing Date May 1, 2015
Keywords Genetic Algorithms, character recognition


Abstract

The optical character recognition (OCR) is known to be one of the earliest applications of artificial intelligence. Genetic algorithm, which partially emulate human thinking in the domain of artificial intelligence, has been used in this study for OCR. After conducting several iterations of learning algorithm, which depends on concrete conditions and fitness function, we have generated the required character specification. Based on testing and evaluation results, the percentage of OCR was around 97%.
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