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العنوان
A Novel Algorithm for Handwriting Recognition /
المؤلف
Ahmed, Bashar Qasem Hezam.
هيئة الاعداد
مشرف / Bashar Qasem Hezam Ahmed
مشرف / Osama Abdullah Abu Rawash
مشرف / Yaser Fouad Mahmoud Hasan
مشرف / Wael Abedel Kader Awad
الموضوع
Algorithm. Handwriting.
تاريخ النشر
2024.
عدد الصفحات
130 p. :
اللغة
الإنجليزية
الدرجة
الدكتوراه
التخصص
علوم الحاسب الآلي
تاريخ الإجازة
9/6/2023
مكان الإجازة
جامعة الاسكندريه - كلية العلوم - Department of Mathematics & Computer Science
الفهرس
Only 14 pages are availabe for public view

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from 130

Abstract

Writer recognition is a challenging task in the pattern recognition science and plays an important role in many concerns of our modern life’s society. It is an exigant move as the individual’s handwriting has many characteristics that are distinct and unique from others handwriting which make it a good candidate to be used in neoteric applications of biometric identification. Handwriting maintains its essential attributes throughout the years and is very difficult to be forged or duplicated as well. The writer identification problem is addressed by utilizing new features that are developed mainly to capture some attributes of the Arabic handwritten text, some of the-state-of-the-art features, and classifiers. The main objective is to develop an efficient automatic systems to solve the writer identification problem by exploiting small fragments of the handwritten text and check the identifiability of Arabic handwritten text using the developed structural features in addition to some of the-state-of-the-art textural features.