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Arabic Character Recognition: Progress and Challenges [PDF]
Journal of King Saud University - Computer and Information Sciences, 2000 AbstractAn optical character recognition (OCR) system may provide a solution to the data entry problems, a bottleneck for the data processing industry. Therefore, OCR systems are being developed for almost all major languages and Arabic language is no exception to it.
Pervez Ahmed, Yousef Al-Ohali
exaly +4 more sources
Segmentation-based, omnifont printed Arabic character recognition without font identification
Journal of King Saud University: Computer and Information Sciences, 2022 Optical Character Recognition OCR is an essential part of many real-world applications such as digital archiving, automatic number plate recognition, handle cheques, etc.
Aziz Qaroush +3 more
doaj +3 more sources
IEEE Access, 2020 Accomplishing high recognition performance is considered one of the most important tasks for handwritten Arabic character recognition systems. In general, Optical Character Recognition (OCR) systems are constructed from four phases: pre-processing ...
Ahmed Talat Sahlol +3 more
doaj +3 more sources
HACR-MDL: HANDWRITTEN ARABIC CHARACTER RECOGNITION MODEL USING DEEP LEARNING [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023 Despite the enormous effort and prior research, Arabic handwritten character recognition still has a deep, wide-ranging, and untapped scope for study owing to the enormous challenges faced in this research area. The reason for such challenges is that the
M. N. Elagamy, M. M. Khalil, E. Ismail
doaj +1 more source
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
doaj +2 more sources
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
A Deep Diacritics-Based Recognition Model for Arabic Speech: Quranic Verses as Case Study
IEEE Access, 2023 Arabic is the language of more than 422 million of the world’s population. Although classic Arabic is the Quran language that 1.9 billion Muslims are required to recite, limited Arabic speech recognition exists.
Sarah S. Alrumiah, Amal A. Al-Shargabi
doaj +1 more source
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
doaj +1 more source
Arabic Character Recognition Using CNN LeNet-5
JOIV: International Journal on Informatics Visualization, 2023 The human handwriting pattern is one of the research areas of pattern recognition; it is very complex. Therefore, research in this field has become quite popular.
Gibran Satya Nugraha +4 more
doaj +1 more source
Character Recognition of Arabic Handwritten Characters Using Deep Learning
Journal of Studies in Science and Engineering, 2022 Optical character recognition (OCR) is used to digitize texts in printed documents and camera images. The most basic step in the OCR process is character recognition.
Mohammed Widad Jbrail +1 more
doaj +1 more source