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Abstract
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Article Information:
On Multiple Typeface Arabic Script Recognition
Abdelmalek Zidouri
Corresponding Author: Abdelmalek Zidouri
Submitted: 2010 May, 05
Accepted: 2010 June, 14
Published: 2010 August, 01 |
Abstract:
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In this study, we propose a new sub-word segmentation and recognition scheme, which is
independent of font size and font type. D ifferent ways of recognition are attempted namely Neural N et, template
matching and principal component analysis. Results show that the real problem in Arabic character recognition
remains the challenging separation of sub-words into characters. The system is realized in a modularized way.
The combination of the different modules forms the basis of a complete Arabic OCR system. A successful
preprocessing stage is reported. Unlike Latin based languages, recognition of printed Arabic characters remains
an open field of research.
Key words: Arabic character recognition, cursive script, multi-font, segmentation, , ,
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Cite this Reference:
Abdelmalek Zidouri, . On Multiple Typeface Arabic Script Recognition. Research Journal of Applied Sciences, Engineering and Technology, (5): Page No: 428-435.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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