A survey of OCR in Arabic language: applications, techniques, and challenges

S Faizullah, MS Ayub, S Hussain, MA Khan - Applied Sciences, 2023 - mdpi.com
Optical character recognition (OCR) is the process of extracting handwritten or printed text
from a scanned or printed image and converting it to a machine-readable form for further …

Offline Arabic handwriting recognition: a survey

LM Lorigo, V Govindaraju - IEEE transactions on pattern …, 2006 - ieeexplore.ieee.org
The automatic recognition of text on scanned images has enabled many applications such
as searching for words in large volumes of documents, automatic sorting of postal mail, and …

Arabic handwriting recognition system using convolutional neural network

N Altwaijry, I Al-Turaiki - Neural Computing and Applications, 2021 - Springer
Automatic handwriting recognition is an important component for many applications in
various fields. It is a challenging problem that has received a lot of attention in the past three …

KHATT: An open Arabic offline handwritten text database

SA Mahmoud, I Ahmad, WG Al-Khatib, M Alshayeb… - Pattern Recognition, 2014 - Elsevier
A comprehensive Arabic handwritten text database is an essential resource for Arabic
handwritten text recognition research. This is especially true due to the lack of such …

[HTML][HTML] Intelligent handwritten recognition using hybrid CNN architectures based-SVM classifier with dropout

AAA Ali, S Mallaiah - Journal of King Saud University-Computer and …, 2022 - Elsevier
Text recognition in Arabic handwritten scripts is an active research field. These recognition
systems face numerous challenges, including enormous open data-bases, infinite variation …

Arabic handwritten recognition using deep learning: A survey

N Alrobah, S Albahli - Arabian Journal for Science and Engineering, 2022 - Springer
In recent times, many research projects and experiments target machines that automatically
recognize handwritten characters, but most of them are done in Latin. Recognizing …

Offline Arabic handwritten text recognition: a survey

MT Parvez, SA Mahmoud - ACM Computing Surveys (CSUR), 2013 - dl.acm.org
Research in offline Arabic handwriting recognition has increased considerably in the past
few years. This is evident from the numerous research results published recently in major …

Writer identification using machine learning approaches: a comprehensive review

A Rehman, S Naz, MI Razzak - Multimedia Tools and Applications, 2019 - Springer
Handwriting is one of the most common types of questioned writing encountered and
frequently attracts the attention in litigation. Contrary to the physiological characteristics …

Exploring deep learning approaches to recognize handwritten arabic texts

M Eltay, A Zidouri, I Ahmad - IEEE Access, 2020 - ieeexplore.ieee.org
Recognition of cursive handwritten Arabic text is a difficult problem because of context-
sensitive character shapes, the non-uniform spacing between words and within a word …

Efficient assamese word recognition for societal empowerment: a comparative feature-based analysis

N Borah, U Baruah, MT Ramakrishna, VV Kumar… - IEEE …, 2023 - ieeexplore.ieee.org
The preservation and digitization of historical data are crucial for ensuring the continuity and
accessibility of information over successive generations. The present study investigates the …