Convolutional neural network with joint stepwise character/word modeling based system for scene text recognition

R Harizi, R Walha, F Drira, M Zaied - Multimedia Tools and Applications, 2022 - Springer
Text recognition in the wild is a challenging task in the field of computer vision and machine
learning. Existing optical character recognition engines cannot perform well in the natural …

Deep-learning based end-to-end system for text reading in the wild

R Harizi, R Walha, F Drira - Multimedia Tools and Applications, 2022 - Springer
Scene text reading includes both scene text detection and recognition tasks. These tasks
face several challenges including text pattern variability, background complexity and scene …

[PDF][PDF] A Multi-Task Learning Framework for Image Restoration Using a Novel Generative Adversarial Network.

R Walha, F Drira, R Bedhief - ICAART (3), 2024 - scitepress.org
In the last years, deep learning has gained growing popularity in image restoration,
becoming the efficient mainstream for the subsequent higher level computer vision …