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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Printed Arabic Character Recognition Using Variation Method and Discrete Cosine Transform [PDF]
مجلة التربية والعلم, 2013 Automatic character recognition has been the subject of intensive research for almost last decades. Because of the complexity of printed and handwritten Arabic text a little research has been conducted on the automatic recognition of Arabic characters ...
Hanaa Mahmood
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Advancements in CNN Architectures for Offline Handwritten Arabic Character Recognition [PDF]
E3S Web of ConferencesAnalyzing and classifying images of Arabic handwritten characters is crucial for text understanding and interpretation from image data. The recognition of handwritten Arabic characters not only preserves the integrity of the Arabic language but also ...
El Ibrahimi Aissam +4 more
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Arabic Handwritten Recognition Using Hybrid CNN, HMM and an Intelligent Network Based on Dentate Gyrus of the Brain [PDF]
International Journal of Information and Communication Technology Research, 2023 Handwritten character recognition has occupied a substantial area due to its applications in several fields and is used widely in the modern world. Handwritten Arabic recognition is a major challenge because of the high similarity in its characters and ...
Nazal Modhej +3 more
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Multilevel Classifier in Recognition of Handwritten Arabic Characters [PDF]
Journal of Computer Science, 2011 Problem statement: Arabic offline handwriting recognition is considered one of the most challenging topics. This is probably caused by the fact that Arabic recognition system faced many problems during the development stage. It faces the usual problems of character recognition in general, in addition to the problems that are specific to Arabic ...
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A FUZZY RECOGNITION MODEL FOR ARABIC HANDWRITTEN ALPHABET
Journal of Engineering, 2008 A fuzzy recognition model for some handwritten Arabic alphabet is designed. This fuzzy model could be envisaged as an algorithm which is structured over two concepts.
Sami Kadhim Hasan Ar-Ramahi
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A Novel Method for the Recognition of Isolated Handwritten Arabic Characters
CoRR, 2014 Indicate 13 pages, 5 ...
Ahmed Sahlol, Cheng Suen
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Emitter: International Journal of Engineering TechnologyHandwritten Arabic text recognition (HATR) presents unique challenges due to complex character shapes, contextual variations, cursive connections, and the presence of diacritical marks.
Fatima Aliyu Shugaba +4 more
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Detection of Text Lines of Handwritten Arabic Manuscripts using Markov Decision Processes
International Journal of Interactive Multimedia and Artificial Intelligence, 2016 In a character recognition systems, the segmentation phase is critical since the accuracy of the recognition depend strongly on it. In this paper we present an approach based on Markov Decision Processes to extract text lines from binary images of Arabic
Youssef Boulid +2 more
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Intelligent Arabic Handwriting Recognition Using Different Standalone and Hybrid CNN Architectures
Applied Sciences, 2022 Handwritten character recognition is a computer-vision-system problem that is still critical and challenging in many computer-vision tasks. With the increased interest in handwriting recognition as well as the developments in machine-learning and deep ...
Waleed Albattah, Saleh Albahli
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