Recognize printed Arabic letter using new geometrical features

نویسندگان
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منابع مشابه

Offline printed Arabic character recognition

........................................................................................................................ i Acknowledgements ...................................................................................................... ii Table of

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Printed Arabic optical character segmentation

A considerable progress in recognition techniques for many non-Arabic characters has been achieved. In contrary, few efforts have been put on the research of Arabic characters. In any Optical Character Recognition (OCR) system the segmentation step is usually the essential stage in which an extensive portion of processing is devoted and a considerable share of recognition errors is attributed. ...

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Printed Arabic Text Recognition using Linear and Nonlinear Regression

Arabic language is one of the most popular languages in the world. Hundreds of millions of people in many countries around the world speak Arabic as their native speaking. However, due to complexity of Arabic language, recognition of printed and handwritten Arabic text remained untouched for a very long time compared with English and Chinese. Although, in the last few years, significant number ...

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Using SIFT Descriptors for OCR of Printed Arabic

Although optical character recognition of printed texts has been a focus of research for the last few decades, Arabic printed text, being cursive, still poses a challenge. The challenge is twofold: segmenting words into letters and identifying individual letters. We propose a method that combines the two tasks, using multiple grids of SIFT descriptors as features. To construct a classifier, we ...

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Improving Change Detection Using Geometrical Features

While pixel-based or object-based change detection approaches have been proposed in technical literature, change detection techniques based on feature extraction and comparison are less numerous, due to the reliability the extraction. This paper discusses how to exploit aggregated information obtained from geometrical features to obtain hints to changed areas and to unchanged areas as well. Thi...

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ژورنال

عنوان ژورنال: Indonesian Journal of Electrical Engineering and Computer Science

سال: 2019

ISSN: 2502-4760,2502-4752

DOI: 10.11591/ijeecs.v14.i3.pp1518-1524