License Plate Detection Using Convolutional Neural Network–Back to the Basic With Design of Experiments
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3153340
Abstract: Automatic License Plate Recognition (ALPR) is one of the applications that hugely benefited from Convolutional Neural Network (CNN) processing which has become the mainstream processing method for complex data. Many ALPR research proposed new CNN… read more here.
Keywords: neural network; plate detection; plate; convolutional neural ... See more keywords
Multilayer Memristive Neural Network Circuit Based on Online Learning for License Plate Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2021.3121347
Abstract: The analog circuit design of the memristive neural network (MNN), which can automatically perform the online learning algorithm, is an open question. In this article, a memristive self-learning neuron circuit for implementing the online least… read more here.
Keywords: circuit; neural network; plate detection; license plate ... See more keywords
License Plate Detection via Information Maximization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2021.3135015
Abstract: License plate (LP) detection in the wild remains challenging due to the diversity of environmental conditions. Nevertheless, prior solutions have focused on controlled environments, such as when LP images frequently emerge as from an approximately… read more here.
Keywords: information; plate detection; detection via; license plate ... See more keywords
LSV-LP: Large-Scale Video-Based License Plate Detection and Recognition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3153691
Abstract: In the past few decades, license plate detection and recognition (LPDR) systems have made great strides relying on Convolutional Neural Networks (CNN). However, these methods are evaluated on small and non-representative datasets that perform poorly… read more here.
Keywords: detection recognition; plate detection; license; license plate ... See more keywords
Robust license plate detection and recognition with automatic rectification
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.30.1.013002
Abstract: Abstract. We propose a robust license plate detection and recognition (LPDR) framework with automatic rectification. We explore the YOLOv2 object detector based on deep learning and train it to detect license plates (LPs) effectively. The… read more here.
Keywords: robust license; license plate; recognition; plate detection ... See more keywords