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 …

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 …

A flexible approach for automatic license plate recognition in unconstrained scenarios

SM Silva, CR Jung - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
Automatic License Plate Recognition is a crucial task for several applications related to
Intelligent Transportation Systems, from access control to traffic monitoring. Most existing …

On the cross-dataset generalization in license plate recognition

R Laroca, EV Cardoso, DR Lucio, V Estevam… - arXiv preprint arXiv …, 2022 - arxiv.org
Automatic License Plate Recognition (ALPR) systems have shown remarkable performance
on license plates (LPs) from multiple regions due to advances in deep learning and the …

[HTML][HTML] Towards automatic license plate recognition in challenging conditions

F Sultan, K Khan, YA Shah, M Shahzad, U Khan… - Applied Sciences, 2023 - mdpi.com
License plate recognition (LPR) is an integral part of the current intelligent systems that are
developed to locate and identify various objects. Unfortunately, the LPR is a challenging …

An ultra-fast automatic license plate recognition approach for unconstrained scenarios

X Ke, G Zeng, W Guo - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Recently, with the development of deep learning, Automatic License Plate Recognition
(ALPR) has made great progress, However, there are still many challenges to accomplish …

A single neural network for mixed style license plate detection and recognition

Q Huang, Z Cai, T Lan - IEEE Access, 2021 - ieeexplore.ieee.org
Most existing methods for automatic license plate recognition (ALPR) focus on a specific
license plate (LP) type, but little work focuses on multiple or mixed LPs. This article proposes …

[PDF][PDF] An efficient automated vehicle license plate recognition system under image processing

D Islam, T Mahmud, T Chowdhury - Indonesian Journal of Electrical …, 2023 - academia.edu
An automated vehicle license plate recognition system using image processing techniques
identifies vehicle numbers without human interference. This system has significant impact …

[HTML][HTML] A novel memory and time-efficient ALPR system based on YOLOv5

P Batra, I Hussain, MA Ahad, G Casalino, MA Alam… - Sensors, 2022 - mdpi.com
With the rapid development of deep learning techniques, new innovative license plate
recognition systems have gained considerable attention from researchers all over the world …

Effective deep neural networks for license plate detection and recognition

TA Pham - The Visual Computer, 2023 - Springer
Recently, automatic license plate recognition (ALPR) has drawn much of attention from
researchers due to the impressive performance of deep learning (DL) techniques. While a …