Handwritten Arabic Character Recognition for Children Writ-ing Using Convolutional Neural Network and Stroke Identification. (arXiv:2211.02119v1 [cs.CV])

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 variability of
patterns caused by factors such as writer age. Most of the studies focused on
adults, with only one recent study on children. Moreover, much of the recent
Machine Learning methods focused on using Convolutional Neural Networks, a
powerful class of neural networks that can extract complex …

arxiv character recognition children convolutional neural network identification network neural network stroke