Results 11 to 20 of about 4,122 (162)
Arabic Scene Text Recognition in the Deep Learning Era: Analysis on a Novel Dataset
IEEE Access, 2021 The problem of scene text recognition has recently gained extra attention, being an essential part of scene understanding systems. The broad scope of applications and the unresolved challenges has given this problem its popularity.
Heba Hassan +2 more
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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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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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Unconstrained scene text and video text recognition for Arabic script [PDF]
2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR), 2017 5 ...
Jain, Mohit +2 more
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Hierarchical scheme for Arabic text recognition [PDF]
2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), 2012 The holistic approach for word recognition has become widely accepted in Arabic text recognition research. However, the large search space limits this approach to domains with small vocabularies. In this work, we present a novel approach to generate hierarchical representation for the shapes of Arabic continuous sub-words.
Abedelkadir Asi +2 more
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Recognition of Printed Text Based on Hidden Markov Model [PDF]
Al-Rafidain Journal of Computer Sciences and Mathematics, 2010 Automatic recognition of printed text is of high importance in modern IT applications. Recognition of text for lateen scripted language is readily in use for a long time.
Ghaydaa Al-Talib, Armanesa Hasson
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Algorithms, 2021 Arabic text classification is a process to simultaneously categorize the different contextual Arabic contents into a proper category. In this paper, a novel deep learning Arabic text computer-aided recognition (ArCAR) is proposed to represent and ...
Abdullah Y. Muaad +3 more
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Attention-Based CNN-RNN Arabic Text Recognition from Natural Scene Images
Forecasting, 2021 According to statistics, there are 422 million speakers of the Arabic language. Islam is the second-largest religion in the world, and its followers constitute approximately 25% of the world’s population.
Hanan Butt +4 more
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IEEE Access, 2019 The recognition of text in natural scene images is a practical yet challenging task due to the large variations in backgrounds, textures, fonts, and illumination.
Saad Bin Ahmed +3 more
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Intelligent handwritten recognition using hybrid CNN architectures based-SVM classifier with dropout
Journal of King Saud University: Computer and Information Sciences, 2022 Text recognition in Arabic handwritten scripts is an active research field. These recognition systems face numerous challenges, including enormous open data-bases, infinite variation in people’s handwriting, and freestyle.
Amani Ali Ahmed Ali, Suresha Mallaiah
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