Using Synthetic Images for Deep Learning Recognition Process on Automatic License Plate Recognition

2019 ◽  
pp. 115-126
Author(s):  
Saulo Cardoso Barreto ◽  
Jorge Albuquerque Lambert ◽  
Flávio de Barros Vidal
Keyword(s):  
Deep Learning ◽  
License Plate ◽  
License Plate Recognition ◽  
Recognition Process ◽  
Synthetic Images ◽  
Automatic License Plate Recognition

A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition

2021 ◽  
pp. 211-226
Author(s):  
Riccardo Balia ◽  
Silvio Barra ◽  
Salvatore Carta ◽  
Gianni Fenu ◽  
Alessandro Sebastian Podda ◽  
...  
Keyword(s):  
Deep Learning ◽  
Traffic Control ◽  
License Plate ◽  
License Plate Recognition ◽  
Automatic License Plate Recognition

Automatic License Plate Recognition Using Deep Learning

2018 ◽  
pp. 46-58
Author(s):  
Bhavin Dhedhi ◽  
Prathamesh Datar ◽  
Anuj Chiplunkar ◽  
Kashish Jain ◽  
Amrith Rangarajan ◽  
...  
Keyword(s):  
Deep Learning ◽  
License Plate ◽  
License Plate Recognition ◽  
Automatic License Plate Recognition

An embedded automatic license plate recognition system using deep learning

2019 ◽  
Vol 24 (1) ◽  
pp. 23-43 ◽  
Author(s):  
Diogo M. F. Izidio ◽  
Antonyus P. A. Ferreira ◽  
Heitor R. Medeiros ◽  
Edna N. da S. Barros
Keyword(s):  
Deep Learning ◽  
Recognition System ◽  
License Plate ◽  
License Plate Recognition ◽  
Automatic License Plate Recognition

scholarly journals Object Detection: Automatic License Plate Detection using Deep Learning and OpenCV

2019 ◽  
Vol 9 (1) ◽  
pp. 6022-6028
Keyword(s):  
Computer Vision ◽  
Deep Learning ◽  
Object Detection ◽  
Weather Condition ◽  
License Plate ◽  
License Plate Recognition ◽  
Practical Applications ◽  
Private And Public ◽  
Self Driving Cars ◽  
Automatic License Plate Recognition

Object Detection is one of the most important concepts of Computer Vision which is used in various areas like Medical Field, Security, Self Driving cars, Automated vehicle systems etc.We choose the application of Automatic License plate Recognition. Automatic License Plate Recognition is an emerging technology which is helpful in many fields and at the same time is challenging. It’s challenging because we need to get the accurate recognition of the characters in a number plate. In practical applications where sometimes the images are captured in the worst weather condition, bad lighting, wind. And to the addition, license plates are often dirty or blackened due to the smoke, half broken , or having scratches on certain characters and detection of too many license plates in a single frame. All these will act as the obstacles in developing an effective ALPR system. So basically, this is a system where recognition of characters from images using Computer Vision techniques are performed. This system is implemented in many fields like parking lots, private and public entrances, toll gates, theft control, checking the authentication of a vehicle. Procedure followed in this paper are, first capturing images from camera then loading that into system, preprocessing done using OpenCV library. Then we use Attention OCR a deep learning model to recognize the characters from an image. And later display that in the GUI and store them in the databases for different operations later.

scholarly journals PVBR-Recog: A YOLOv3-based Brazilian Automatic License Plate Recognition Tool

2019 ◽  
Author(s):  
Pedro Ferreira Alves Pinto ◽  
Antonio José G. Busson ◽  
João P. Forny de Melo ◽  
Sérgio Colcher ◽  
Ruy Luiz Milidiú
Keyword(s):  
Deep Learning ◽  
License Plate ◽  
License Plate Recognition ◽  
Practical Applications ◽  
License Plate Detection ◽  
Detection And Recognition ◽  
Automatic License Plate Recognition

Vehicle’s license plate detection and recognition is a task with several practical applications. It can be applied, for example, in the security segment, identifying stolen cars and controlling cars entry/exit in private areas. This work presents a Deep Learning based tool that uses the cascaded YOLOv3 to simultaneously detect and recognize vehicle plate. In experiments performed, our tool got a recall of 95% in plate detection and 96.2% accuracy in the recognition of the 7 characters of the license plate.

Automatic Car Number Plate Recognition System for Authorization

2017 ◽  
Vol MCSP2017 (01) ◽  
pp. 30-34
Author(s):  
Somalin Sandha ◽  
Debaraj Rana
Keyword(s):  
Neural Network ◽  
Recognition System ◽  
Performance Level ◽  
License Plate ◽  
License Plate Recognition ◽  
Human Power ◽  
Automatic License Plate Recognition

In present day scenario the security and authentication is very much needed to make a safety world. Beside all security one vital issue is recognition of number plate from the car for Authorization. In the busy world everything cannot be monitor by a human, so automatic license plate recognition is one of the best application for authorization without involvement of human power. In the proposed method we have make the problem into three fold, firstly extraction of number plate region, secondly segmentation of character and finally Authorization through recognition and classification. For number plate extraction and segmentation we have used morphological based approaches where as for classification we have used Neural Network as classifier. The proposed method is working well in varieties of scenario and the performance level is quiet good.

scholarly journals License Plate recognition in fog weather based on deep learning

2021 ◽  
Vol 1738 ◽  
pp. 012104
Author(s):  
Huaihong Wu ◽  
Bing Zhou ◽  
Wei Wei
Keyword(s):  
Deep Learning ◽  
License Plate ◽  
License Plate Recognition
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