Preferred Language
Articles
/
bsj-7877
Classification of Arabic Alphabets Using a Combination of a Convolutional Neural Network and the Morphological Gradient Method
...Show More Authors

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 has experienced a remarkable development. However, this remains insufficient to satisfy the enormous wealth of Arabic manuscripts. In this research, a deep learning architecture is used to address the issue of classifying Arabic letters written by hand. The method based on a convolutional neural network (CNN) architecture as a self-extractor and classifier. Considering the nature of the dataset images (binary images), the contours of the alphabets are detected using the mathematical algorithm of the morphological gradient. After that, the images are passed to the CNN architecture. The available database of Arabic handwritten alphabets on Kaggle is utilized for examining the model. This database consists of 16,800 images divided into two datasets: 13,440 images for training and 3,360 for validation. As a result, the model gives a remarkable accuracy equal to 99.02%.

Scopus Crossref
View Publication Preview PDF
Quick Preview PDF
Publication Date
Tue Jan 15 2019
Journal Name
Arab Science Heritage Journal
تعليم اللغة العربية بين التراث والمعاصرة
...Show More Authors

 يتناول البحث تعليم اللغة العربية وما لها من أثر بين التراث والمعاصرة إذ يعُد مقياس رقي أي مجتمع من المجتمعات مقدار عنايته بلغته القومية ، فهي وسيلته واداته للتفاهم في مواجهة المواقف المختلفة التي تتطلب الكلام ، والاستماع ، والقراءة ، والكتابة ، هي  دلالة تحضره وتقدمه في احواله المختلفة ، وهي الشرط الاساس في بقائه ونمائه ، فبدونها يغيب موضوع الحديث عن مفهوم المجتمع القومي لاي شعب من الشعوب ..

View Publication Preview PDF
Publication Date
Thu Jun 01 2017
Journal Name
Journal Of The College Of Languages (jcl)
«Официальные обращения в русском и арабском языках»
...Show More Authors

Введение

Международные контакты обусловили интерес к изучению основной формы общения – диалога. Форма диалога в каждом из контактирующих в процессе общения языков должна быть рассмотрена в разных аспектах – не только лингвистическом, но и социолингвистическом и этическом. Это объясняется тем, что в речевой коммуникации необходима как адекватность выражения мысли, так и соблюдение тради

... Show More
View Publication Preview PDF
Publication Date
Mon Jul 22 2019
Journal Name
Arab Science Heritage Journal
د راسة الجنسانية في المصادر العربية
...Show More Authors

الجنسانية من أبرز مظاىر حياة الكائف البشري ويشمل ابعاد اً مختلفة من الثقافت
الشعبية؛

View Publication Preview PDF
Publication Date
Wed Jun 22 2022
Journal Name
Arab Science Heritage Journal
الصيدليات وتحضير الدواء في المنمنمات العربية
...Show More Authors

The study of manuscripts that related to medicine and pharmacology is of interest to the study of the history of science., it illustrates aspects of the practice of doctors and pharmacists, the status of patients, and the types of drugs

View Publication Preview PDF
Crossref
Publication Date
Sat Jun 01 2013
Journal Name
Journal Of The College Of Languages (jcl)
Der Fragesatz im Deutschen und Arabischen
...Show More Authors

             Diese Forschungsarbeit versteht sich als ein Versuch zur syntaktischen und semantischen Beschreibung des BereichesFragesatz im Deutschen und Arabischen. Hinsichtlich der bedeutsamen Rolle des Fragefeldes haben wir den Entschluss gefasst, dieses Thema im Deutschen und Arabischen zu untersuchen. Diese Forschungsarbeit hat darüber hinaus das Ziel, die Satzarten, besonders die Fragesätze im Deutschen und Arabischen genau zu erläutern. Dieser Beitrag unternimmt also den Versuch, den Bereich desFragesatzes mit seinen vielseitigen Aspekten im Deutschen und ihre Entsprechung im Arabischen zu beschreiben, sowie die entsprechenden Formen der Fragesätze zwischen den beiden Sprachen zu bestimmen. E

... Show More
View Publication Preview PDF
Publication Date
Sun Oct 02 2022
Journal Name
مجلة "اعلم"
المجلات العلمية العراقية ومعاملات التأثير العربية
...Show More Authors

يهدف البحث الى التعريف بمشاريع معاملات التأثير العربية، وبيان المجلات العلمية العراقية المشتركة بها ودرجة التأثير لها فضلا عن التعريف بمــــــــوقع المجلات العلمية الأكاديمية العراقية IASJ وعدد المجلات الداخلة فيه. واعتمد البحث على المنهج الوصفي أسلوب المسحي من زيارة المواقع الإلكترونية لمعاملات التأثير، والإطلاع على تقارير معامل التأثير للسنوات 2015-2019 . وخرج البحث بعدة استنتاجات منها ازدياد عدد المجلات ال

... Show More
Preview PDF
Publication Date
Tue Jan 08 2019
Journal Name
Arab Science Heritage Journal
الشذوذ الصرفي وضرورتهُ في اللغة العربية
...Show More Authors

 مما لاشك فيه أنّ اندفاعنا للقيام بهذه الدراسة المتواضعة له أسبابه ، أهمها إن بعض الأبنية الصرفية مازالت مغمورة في ركام الدراسة قابعة تحت غبار الزمن على أساس أنها خارجة عن القواعد الصرفية الأساسية من غير مسوغ لهذا الخروج ، وهذه محاولة جادة للوقوف على بعضها ، لكي ننفض عنها الغبار لتخرج إلى النور ،

View Publication Preview PDF
Publication Date
Sun Mar 26 2023
Journal Name
Arab Science Heritage Journal
اللهجات العربية القديمة خصائصها وأسباب نشأتها
...Show More Authors

     The dialect is part of a broader environment that includes many dialects that have their own characteristics, but they share a set of linguistic phenomena that work on the communication of the members of this environment with each other, and these dialects are old and died, wheras some of them live next to classical, each dialect has a set of common characteristics, The dialectical division is due to the feeling of the place of the one region, that they speak in a way that differs from the image that the inhabitants of the neighboring region walk in, and the dialects of speech in the Arab countries still retain ancient elements that were common in the dialects of Arabs before Islam, as they adhered to many of the

... Show More
View Publication Preview PDF
Publication Date
Tue Jun 30 2020
Journal Name
Journal Of Economics And Administrative Sciences
(Quality and originality in scientific research from the point of view of the participants in the course (qualification of scholars of Bayt al-Hikma)
...Show More Authors

Research aims (Quality and originality in scientific research from the point of view of the participants in the course (qualification of scholars of Bayt al-Hikma) To find out how satisfied the participants about the training course held by the house of wisdom (research community), To develop and maximize the capacity of researchers in the field of writing scientific research, As well as establishing frameworks and concepts and standards related to quality and authenticity scientific research, The role played by this kind of research in the service of the movement of the human journey towards progress and prosperity.

On this basis was the research community, their number was (23) common t

... Show More
View Publication Preview PDF
Crossref
Publication Date
Tue Oct 01 2019
Journal Name
2019 Ieee 9th International Conference On System Engineering And Technology (icset)
A Digital Signature System Based on Real Time Face Recognition
...Show More Authors

This study proposed a biometric-based digital signature scheme proposed for facial recognition. The scheme is designed and built to verify the person’s identity during a registration process and retrieve their public and private keys stored in the database. The RSA algorithm has been used as asymmetric encryption method to encrypt hashes generated for digital documents. It uses the hash function (SHA-256) to generate digital signatures. In this study, local binary patterns histograms (LBPH) were used for facial recognition. The facial recognition method was evaluated on ORL faces retrieved from the database of Cambridge University. From the analysis, the LBPH algorithm achieved 97.5% accuracy; the real-time testing was done on thirty subj

... Show More
View Publication Preview PDF
Scopus (9)
Crossref (2)
Scopus Clarivate Crossref