Classification of Arabic Alphabets Using a Combination of a Convolutional Neural Network and the Morphological Gradient Method

Classification of Arabic Alphabets Using a Combination of a Convolutional Neural Network and the Morphological Gradient Method

The field of Optical Character Recognition (OCR) is the process of converting an image of text into a machine-readable text format. The classification of Arabic manuscripts in general is part of this field. In recent years, the processing of Arabian image databases by deep learning architectures ha...

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Bibliographic Details
Main Authors: Mouhssine EL ATILLAH, Khalid EL FAZAZY, Jamal Riffi
Format: Article
Language:English
Published: University of Baghdad, College of Science for Women 2024-01-01
Series:مجلة بغداد للعلوم
Subjects:
Handwritten Arabic characters, Deep learning, Morphological gradient, Convolutional neural network, Optical character recognition
Online Access:https://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/7877
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https://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/7877

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