License plate recognition methods employing neural networks

MM Khan, MU Ilyas, IR Khan, SM Alshomrani… - IEEE …, 2023‏ - ieeexplore.ieee.org
Advances in both parallel processing capabilities because of graphical processing units
(GPUs) and computer vision algorithms have led to the development of deep neural …

Deep learning serves traffic safety analysis: A forward‐looking review

A Razi, X Chen, H Li, H Wang, B Russo… - IET Intelligent …, 2023‏ - Wiley Online Library
This paper explores deep learning (DL) methods that are used or have the potential to be
used for traffic video analysis, emphasising driving safety for both autonomous vehicles and …

A robust real-time automatic license plate recognition based on the YOLO detector

R Laroca, E Severo, LA Zanlorensi… - … joint conference on …, 2018‏ - ieeexplore.ieee.org
Automatic License Plate Recognition (ALPR) has been a frequent topic of research due to
many practical applications. However, many of the current solutions are still not robust in …

License plate detection and recognition in unconstrained scenarios

SM Silva, CR Jung - Proceedings of the European …, 2018‏ - openaccess.thecvf.com
Despite the large number of both commercial and academic methods for Automatic License
Plate Recognition (ALPR), most existing approaches are focused on a specific license plate …

Towards end-to-end license plate detection and recognition: A large dataset and baseline

Z Xu, W Yang, A Meng, N Lu… - Proceedings of the …, 2018‏ - openaccess.thecvf.com
Most current license plate (LP) detection and recognition approaches are evaluated on a
small and usually unrepresentative dataset since there are no publicly available large …

Automated license plate recognition: a survey on methods and techniques

J Shashirangana, H Padmasiri, D Meedeniya… - IEEE …, 2020‏ - ieeexplore.ieee.org
With the explosive growth in the number of vehicles in use, automated license plate
recognition (ALPR) systems are required for a wide range of tasks such as law enforcement …

An efficient and layout‐independent automatic license plate recognition system based on the YOLO detector

R Laroca, LA Zanlorensi, GR Gonçalves… - IET Intelligent …, 2021‏ - Wiley Online Library
This paper presents an efficient and layout‐independent Automatic License Plate
Recognition (ALPR) system based on the state‐of‐the‐art you only look once (YOLO) object …

Real-time brazilian license plate detection and recognition using deep convolutional neural networks

S Montazzolli, C Jung - 2017 30th SIBGRAPI conference on …, 2017‏ - ieeexplore.ieee.org
Automatic License Plate Recognition (ALPR) is an important task with many applications in
Intelligent Transportation and Surveillance systems. As in other computer vision tasks, Deep …

Real-time license plate detection and recognition using deep convolutional neural networks

SM Silva, CR Jung - Journal of Visual Communication and Image …, 2020‏ - Elsevier
Abstract Automatic License Plate Recognition (ALPR) is an important task with many
applications in Intelligent Transportation and Surveillance systems. This work presents an …

Research on license plate recognition algorithms based on deep learning in complex environment

W Weihong, T Jiaoyang - IEEE Access, 2020‏ - ieeexplore.ieee.org
License plate recognition systems are widely used in modern smart cities, such as toll
payment systems, parking fee payment systems and residential access control. Such …