[PDF][PDF] Augmentation of Additional Arabic Dataset for Jawi Writing and Classification Using Deep Learning

S Razali, K Muchtar, MH Rinaldi, Y Nurdin… - Jurnal Rekayasa …, 2024 - jurnal.usk.ac.id
This research aims to create an additional dataset containing Arabic characters for writing
Jawi script and to train classification models using deep learning architectures such as …

DenseNet Architecture for Efficient and Accurate Recognition of Javanese Script Hanacaraka Character

EDB Sudewo, MK Biddinika… - MATRIK: Jurnal …, 2024 - journal.universitasbumigora.ac.id
This study introduced a specifically optimized DenseNet architecture for recognizing
Javanese Hanacaraka characters, focusing on enhancing efficiency and accuracy. The …

Ethiopic Characters Recognition Model using Deep Learning

R Malhotra, MT Addis - 2022 - researchsquare.com
Purpose:-Many approaches have been developed to recognize different writing scripts, most
of which focus on Latin scripts. However, in the Ethiopic script unavailability of readymade …

Deep convolutional neural networks transfer learning comparison on Arabic handwriting recognition system

SU Masruroh, MF Syahid, F Munthaha… - … : International Journal on …, 2023 - joiv.org
Around 27 languages and more than 420 million people worldwide use Arabic letters. That
makes the Arabic language one of the most used languages. However, the Arabic language …

Deep convolutional neural network for Lampung character recognition

P Bintoro, Z Zulkifli, F Fitriana, S Sukarni - Bulletin of Electrical Engineering …, 2024 - beei.org
Recognition of document based, and handwritten characters has recently emerged as highly
relevant field of study in the field of digital image processing. The ability to read and write …

Optimization of hijaiyah letter handwriting recognition model based on deep learning

A Rahmatulloh, RI Gunawan… - … in Data Science, E …, 2022 - ieeexplore.ieee.org
Hijaiyah handwriting recognition is a challenging research topic. There have been many
works and research on character recognition from various languages, but the accuracy …

Arabic handwritten character recognition using machine learning approaches

AAA Ali, M Suresha - 2019 Fifth international conference on …, 2019 - ieeexplore.ieee.org
Character recognition system of Arabic handwritten is one among of the convincing research
and analysis tasks going on in light of the fact that every writer has his own writing style. It is …

Arabic Handwriting Recognition System Based on Genetic Algorithm and Deep CNN Architectures

K Miloud, AM Lakhdar, BR Ilyas - … International Conference on …, 2021 - ieeexplore.ieee.org
It is vital to understand Arabic handwritten characters because of their numerous
advantages and applications. This research paper proposes a non-segmented Arabic …

Javanese Script Text Image Recognition Using Convolutional Neural Networks

GNA Kesaulya, A Fariza, T Karlita - 2022 International …, 2022 - ieeexplore.ieee.org
Javanese script is one of the traditional Indonesian scripts used on the island of Java, which
is currently starting to decline in its usages due to the difficulty in learning the many …

A New Deep Learning-Based Mobile Application for Komering Character Recognition

YN Kunang, IZ Yadi, M Husin - 2022 5th International …, 2022 - ieeexplore.ieee.org
The Komering script, also known as the Ulu script, is one of the scripts that must be
conserved in the South Sumatra region. Some historical manuscripts are composed in the …