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Handwriting Arabic Character Recognition Using Features Combination

IJID (International Journal on Informatics for Development), 2021
The recognition of Arabic handwriting is a challenging problem to solve. The similarity among the fonts appears as a problem in the recognition processing.
Fitriyatul Qomariyah, Fitri Utaminingrum, Muchlas Muchlas   +2 more
doaj   +1 more source

ON-LINE HANDWRITTEN ARABIC CHARACTER RECOGNITION BASED ON GENETIC ALGORITHM

Diyala Journal of Engineering Sciences, 2012
On-line Arabic handwritten character recognition is one of the most challenging problems in pattern recognition field. By now, printed Arabic character recognition and on-line Arabic handwritten recognition has been gradually practical, while offline ...
Haithem Abd Al-RaheemTaha
doaj   +1 more source

Designing Offline Arabic Handwritten Isolated Character Recognition System using Artificial Neural Network Approach

International Journal of Technology, 2017
The Arabic language is one of the major languages that has little attention in character recognition field by Arab researchers in particular and foreign researchers in general.
Ahmed Subhi Abdalkafor
doaj   +1 more source

Arabic Sign Language Recognition System: Using an Image-Based hand Gesture Detection Method to help Deaf and Dump Children to Engage in Education [PDF]

Mağallaẗ Kulliyyaẗ Al-Adāb Bi-Qinā, 2023
Hand gestures help individuals communicate in daily life. Sign languages, however, employ hand motions extensively. People with hearing impairments use sign language.
Amr Mohmed Soliman, Mahmoud M. Khattab, Abdelmoty M. Ahmed   +2 more
doaj   +1 more source

Comparison of Handwritten Recognition Methods on Arabic and Latin Characters

Journal of Studies in Science and Engineering, 2022
In this article, both machine learning techniques and deep learning methods were applied on the digit datasets created using the Arabic and Latin alphabets, and the performances of the methods were compared. Each method was tested with various parameters
Mehmet Tutar
doaj   +1 more source

Arabic Handwritten Alphanumeric Character Recognition using Fuzzy Attributed Turning Functions [PDF]

, 2011
In this paper, we present a novel method for recognition of unconstrained handwritten Arabic alphanumeric characters. The algorithm binarizes the character image, smoothes it and extracts its contour.
Parvez, Mohammad Tanvir, Mahmoud, Sabri
core   +1 more source

Enhanced technique for Arabic handwriting recognition using deep belief network and a morphological algorithm for solving ligature segmentation

ETRI Journal, 2018
Arabic handwriting segmentation and recognition is an area of research that has not yet been fully understood. Dealing with Arabic ligature segmentation, where the Arabic characters are connected and unconstrained naturally, is one of the fundamental ...
Nada Essa, Eman El‐Daydamony, Ahmed Atwan Mohamed   +2 more
doaj   +1 more source

Lexicon Reduction for Urdu/Arabic Script Based Character Recognition: A Multilingual OCR [PDF]

Mehran University Research Journal of Engineering and Technology, 2016
Arabic script character recognition is challenging task due to complexity of the script and huge number of ligatures. We present a method for the development of multilingual Arabic script OCR (Optical Character Recognition) and lexicon reduction for ...
Saeeda Naz, Arif Iqbal Umar, Muhammad Imran Razzak   +2 more
doaj  

Arabic Hand-Written Character Recognition Based on Deep Convolutional Neural Networks [PDF]

Jordanian Journal of Computers and Information Technology, 2017
The automatic analysis and recognition of off-line Arabic handwritten characters from images is an important problem in many applications. Even with the great progress of recent research in optical character recognition, a few problems still wait to be ...
Khalid Younis
doaj   +1 more source

Handwritten Arabic Character Recognition for Children Writing Using Convolutional Neural Network and Stroke Identification

Human-Centric Intelligent Systems, 2023
Automatic Arabic handwritten recognition is one of the recently studied problems in the field of Machine Learning. Unlike Latin languages, Arabic is a Semitic language that forms a harder challenge, especially with the variability of patterns caused by ...
Mais Alheraki, Rawan Al-Matham, Hend Al-Khalifa   +2 more
doaj   +1 more source