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A Review of Arabic Text Recognition Dataset
Building a robust Optical Character Recognition (OCR) system for languages, such as Arabic with cursive scripts, has always been challenging. These challenges increase if the text contains diacritics of different sizes for characters and words. Apart from the complexity of the used font, these challenges must be addressed in recognizing the text of the
Idris Saleh Al-Sheikh +2 more
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Hybrid Feature Model for Emotion Recognition in Arabic Text [PDF]
In recent years, research into developing state-of-the-art models for Arabic natural language processing tasks has gained momentum. These models must address the added difficulties related to the nature and structure of the Arabic language. In this paper, we propose three models, a human-engineered feature-based (HEF) model, a deep feature-based (DF ...
Nourah Alswaidan +1 more
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Hierarchical scheme for Arabic text recognition [PDF]
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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Unconstrained scene text and video text recognition for Arabic script [PDF]
5 ...
Mohit Jain, Minesh Mathew, C. V. Jawahar
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Arabic Text Recognition in Video Sequences
10 pages - International Journal of Computational Linguistics Research.
Mohamed Ben Halima +2 more
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A segmentation-free approach to text recognition with application to Arabic text [PDF]
As the recognition rates and speeds of optical character recognition (OCR) systems steadily improve, the problem of OCR--and subsequently research interest--is shifting from recognizing: isolated, high-quality characters to reading cursive scripts and degraded documents.
Badr Al-Badr, Robert M. Haralick
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A data base for Arabic handwritten text recognition research [PDF]
In this paper we present a new database for off-line Arabic handwriting recognition, together with associated preprocessing procedures. We have developed a new database for the collection, storage and retrieval of Arabic handwritten text (AHDB). This is an advance both in terms of the size of the database as well as the number of different writers ...
Somaya Al-Máadeed +2 more
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Database for Arabic Printed Text Recognition Research [PDF]
This paper presents a real database for the Arabic printed text recognition, APTID / MF (Arabic Printed Text Image Database / Multi-Font).This database can be used to evaluate the system that recognizes Arabic printed texts with an open vocabulary. APTID / MF may be also used for research in word segmentation and font identification.
Faten Kallel Jaiem +4 more
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A Hybrid Deep Learning Model for Arabic Text Recognition [PDF]
11 ...
Mohammad Fasha +3 more
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Arabic Text Recognition and Machine Translation [PDF]
[ES] El reconocimiento de texto manuscrito (HTR) en árabe y la traducción automática (MT) del árabe al inglés se han tratado habitualmente como dos áreas de estudio independientes. De hecho, la idea de crear un sistema que combine las dos áreas, que directamente genere texto en inglés a partir de imágenes que contienen texto en árabe, sigue siendo una ...
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