Results 11 to 20 of about 352 (167)
Convolutional ensembles for Arabic Handwritten Character and Digit Recognition [PDF]
PeerJ Computer Science, 2018 A learning algorithm is proposed for the task of Arabic Handwritten Character and Digit recognition. The architecture consists on an ensemble of different Convolutional Neural Networks.
Iam Palatnik de Sousa
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Character Recognition of Arabic Handwritten Characters Using Deep Learning
Journal of Studies in Science and Engineering, 2022 Optical character recognition (OCR) is used to digitize texts in printed documents and camera images. The most basic step in the OCR process is character recognition.
Mohammed Widad Jbrail +1 more
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Handwritten Character Recognition Based on the Specificity and the Singularity of the Arabic Language [PDF]
International Journal of Interactive Multimedia and Artificial Intelligence, 2017 A good Arabic handwritten recognition system must consider the characteristics of Arabic letters which can be explicit such as the presence of diacritics or implicit such as the baseline information (a virtual line on which cursive text are aligned and ...
Youssef Boulid +2 more
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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
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Spatial and Textural Aspects for Arabic Handwritten Characters Recognition [PDF]
International Journal of Interactive Multimedia and Artificial Intelligence, 2018 The purpose of the present paper is the recognition of handwritten Arabic characters in their isolated form. The specificity of Arabic characters is taken into consideration, each of the proposed feature extraction method integrates one of the two ...
Youssef Boulid +2 more
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Recognition of Isolated Handwritten Arabic Characters [PDF]
2019 7th International Conference on Mechatronics Engineering (ICOM), 2019 The challenges that face the handwritten Arabic recognition are overwhelming such as different varieties of handwriting and few public databases available. Also, teaching the non-Arabic speaker at the young age is very difficult due to the unfamiliarity of the words and meanings.
Osamah Abdulrahman Almansari +1 more
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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
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Deep Sparse Auto-Encoder Features Learning for Arabic Text Recognition
IEEE Access, 2021 One of the most recent challenging issues of pattern recognition and artificial intelligence is Arabic text recognition. This research topic is still a pervasive and unaddressed research field, because of several factors.
Najoua Rahal +3 more
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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
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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
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