Results 11 to 20 of about 160,627 (312)
Arabic Character Recognition System Development
Procedia Technology, 2013 Abstract We develop Arabic Optical Character Recognition (AOCR) system that has five stages: preprocessing, segmentation, thinning, feature extraction, and classification. In preprocessing stage, we compare two skew estimation algorithms i.e. skew estimation by image moment and by skew triangle. We also implemented binarization and median filter.
Supriana, Iping, Nasution, Albadr
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HACR-MDL: HANDWRITTEN ARABIC CHARACTER RECOGNITION MODEL USING DEEP LEARNING [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023 Despite the enormous effort and prior research, Arabic handwritten character recognition still has a deep, wide-ranging, and untapped scope for study owing to the enormous challenges faced in this research area. The reason for such challenges is that the
M. N. Elagamy, M. M. Khalil, E. Ismail
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Full depth CNN classifier for handwritten and license plate characters recognition [PDF]
PeerJ Computer Science, 2021 Character recognition is an important research field of interest for many applications. In recent years, deep learning has made breakthroughs in image classification, especially for character recognition.
Mohammed Salemdeeb, Sarp Ertürk
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A Deep Diacritics-Based Recognition Model for Arabic Speech: Quranic Verses as Case Study
IEEE Access, 2023 Arabic is the language of more than 422 million of the world’s population. Although classic Arabic is the Quran language that 1.9 billion Muslims are required to recite, limited Arabic speech recognition exists.
Sarah S. Alrumiah, Amal A. Al-Shargabi
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Experimental evaluation of Arabic OCR systems [PDF]
International Journal of Crowd Science, 2017 Purpose – The aim of this paper is to experimentally evaluate the effectiveness of the state-of-the-art printed Arabic text recognition systems to determine open areas for future improvements.
Mansoor Alghamdi, William Teahan
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IEEE Access, 2023 Owing to the linguistic richness of the Arabic language, which contains more than 6000 roots, building a reliable Arabic language model for Arabic speech recognition systems faces many challenges.
Mona A. Azim +2 more
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Comprehensive collection for Arabic characters and numbers written by hand [PDF]
Engineering and Technology Journal, 2017 An Optical Character Recognition system for Arabic language should recognize Arabic handwritten words. However, it is difficult to find a freely accessible and comprehensive database of all Arabic words that can be employed for this purpose.
S.A. Ahmed
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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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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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, 2020 Article history: Received: 28 June, 2020 Accepted: 19 August, 2020 Online: 09 September, 2020 Suppose we want to classify a query item Q with a classification model that consists of a large set of predefined classes L and suppose we have a knowledge that
Mohsine Elkhayati, Y. Elkettani
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