Robust Automatic License Plate Recognition Using Synthetic Data and Transformer-Based Deep Learning Model

Car license plates in Oman feature a unique vertical arrangement of Arabic and English letters. This distinctive format, combined with the often low-resolution images, presents challenging condition for existing Optical Character Recognition (OCR) systems which mostly assume plates with horizontally...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Abdulrahman Khalifa Aal Abdulsalam, Farzan Saeedi, Mohammed A. Ambusaidi
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Automatic license plate recognition (ALPR) deep learning vision transformer optical character recognition (OCR) synthetic data data augmentation
Online Access:	https://ieeexplore.ieee.org/document/11202756/