Handwritten Arabic Character Recognition for Children Writing Using Convolutional Neural Network and Stroke Identification

Handwritten Arabic Character Recognition for Children Writing Using Convolutional Neural Network and Stroke Identification

Abstract Automatic Arabic handwritten recognition is one of the recently studied problems in the field of Machine Learning. Unlike Latin languages, Arabic is a Semitic language that forms a harder challenge, especially with the variability of patterns caused by factors such as the writer’s age. Most...

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Bibliographic Details
Main Authors: Mais Alheraki, Rawan Al-Matham, Hend Al-Khalifa
Format: Article
Language:English
Published: Springer Nature 2023-05-01
Series:Human-Centric Intelligent Systems
Subjects:
Convolutional neural network
CNN
Deep learning
Optical character recognition
OCR
Arabic characters
Online Access:https://doi.org/10.1007/s44230-023-00024-4

Internet

https://doi.org/10.1007/s44230-023-00024-4

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