Recognition of Arabic Air-Written Letters: Machine Learning, Convolutional Neural Networks, and Optical Character Recognition (OCR) Techniques [PDF]
Sensors, 2023 Air writing is one of the essential fields that the world is turning to, which can benefit from the world of the metaverse, as well as the ease of communication between humans and machines.
Khalid M. O. Nahar +6 more
doaj +2 more sources
An Enhanced Offline Printed Arabic OCR Model Based on Bio-Inspired Fuzzy Classifier
IEEE Access, 2020 In the recent few years, there was a concentrated search on Arabic Optical Character Recognition (OCR), especially the recognition of scanned, offline, machine-printed documents.
Khaled Elzoghaly, Saad M Darwish
exaly +3 more sources
Lexicon Reduction for Urdu/Arabic Script Based Character Recognition: A Multilingual OCR [PDF]
Mehran University Research Journal of Engineering and Technology, 2016 Arabic script character recognition is challenging task due to complexity of the script and huge number of ligatures. We present a method for the development of multilingual Arabic script OCR (Optical Character Recognition) and lexicon reduction for ...
Saeeda Naz +2 more
doaj +2 more sources
Arabic-Nougat: Fine-Tuning Vision Transformers for Arabic OCR and Markdown Extraction
We introduce _Arabic-Nougat_, a suite of OCR models designed to convert Arabic book pages into structured Markdown text. Building on Meta’s _Nougat_ architecture, _Arabic-Nouga_t includes three specialized models: _arabic-small-nougat, arabic-base-nougat, and arabic-large-nougat_.
Rashad, Mohamed
core +4 more sources
Performance of hidden Markov model and dynamic Bayesian network classifiers on handwritten Arabic word recognition [PDF]
, 2011 This paper presents a comparative study of two machine learning techniques for recognizing handwritten Arabic words, where hidden Markov models (HMMs) and dynamic Bayesian networks (DBNs) were evaluated.
Jinchang Ren +11 more
core +4 more sources
برامج التعرف الضوئى على الحروف العربیة : دراسة تقییمیة مقارنة لأغراض استرجاع المعلومات [PDF]
المجلة الدولية لعلوم المكتبات والمعلومات, 2019 In recent times ,There were many Arab digitization projects for theirinformation resources, such as: digital repository of Egyptian university theses,and the digitization of information resources at Dar Al-Kutub in Egypt andanother Arabic projects.
د. عادل نبیل على
doaj +1 more source
A REVIEW OF ARABIC TEXT RECOGNITION DATASET
Asia-Pacific Journal of Information Technology and Multimedia, 2020 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.
Idris Saleh Al-Sheikh +2 more
doaj +1 more source
morpho-lexical analysis for printed Arabic words using c [PDF]
مجلة التربية والعلم, 2010 In this research we propose a statistical method and morpho-lexical analysis for correcting Arabic words as a post processor for Arabic words output from OCR systems. Dictionaries of words were built for the comparison to the attached word.
Ghaydaa AbdulAziz Altalib +2 more
doaj +1 more source
TLWSR: Weakly supervised real‐world scene text image super‐resolution using text label
IET Image Processing, Volume 17, Issue 9, Page 2780-2790, 20 July 2023., 2023 To reduce dependencies on expensive and rare paired real‐world text images, a novel weak supervision framework named TLWSR is designed. Given a subset of HR labels in the training set, text recognition network CRNN and CTC loss with text labels are employed to assist in the super‐resolution of text images.
Qin Shi +3 more
wiley +1 more source
Recognition of Printed Arabic Character Using Gray- Scale Matrices [PDF]
مجلة التربية والعلم, 2006 An Optical Character Recognition (OCR) approach for printed Arabic script is presented in this paper, Which is one of the most popular scripts in the world. Development of an OCR system.
Hanaa F.M. Mohammad
doaj +1 more source