Automatic License Plate Recognition (ALPR)

ALPR is a field in which many researchers have been working over the years. This reflects the important role that it plays in numerous real-life applications, such as automatic toll collection, traffic law enforcement, parking lot access control and road traffic monitoring. The process of license plate automatic identification is composed individual tasks that must work as well. Examples of these are car and plate detection, character segmentation, optical character recognition, among others. This study is challenging when we do not have control about all the conditions of the relevant environment such as car speed and acceleration, plate position, light conditions and some others.

Datasets

Related Publications

Gabriel Resende Gonçalves; Matheus Alves Diniz; Rayson Laroca; David Menotti; William Robson Schwartz

Real-time Automatic License Plate Recognition Through Deep Multi-Task Networks Inproceedings

In: Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2018.

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Gabriel Resende Gonçalves; David Menotti; William Robson Schwartz

License Plate Recognition based on Temporal Redundancy Inproceedings

In: IEEE International Conference on Intelligent Transportation Systems (ITSC), pp. 1-5, 2016.

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Gabriel Resende Gonçalves; Sirlene Pio Gomes da Silva; David Menotti; William Robson Schwartz

Benchmark for License Plate Character Segmentation Journal Article

In: Journal of Electronic Imaging, 25 (5), pp. 1-5, 2016, ISBN: 1017-9909.

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Gabriel Resende Goncalves

License Plate Recognition based on Temporal Redundancy Masters Thesis

Federal University of Minas Gerais, 2016.

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Sirlene Peixoto; Gabriel Resende Gonçalves; Guillermo Camara-Chavez; William Robson Schwartz; David Menotti Gomes

Brazilian License Plate Character Recognition using Deep Learning Inproceedings

In: Workshop em Visao Computacional (WVC), pp. 1-5, 2015.

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Raphael Felipe Carvalho de Prates; G Camara-Chavez; William Robson Schwartz; D M Gomes

An Adaptive Vehicle License Plate Detection at Higher Matching Degree Inproceedings

In: Iberoamerican Congress on Pattern Recognition (CIARP), pp. 454-461, Springer International Publishing, 2014.

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Raphael Felipe Carvalho de Prates; G Camara-Chavez; William Robson Schwartz; D Menotti

Brazilian License Plate Detection Using Histogram of Oriented Gradients and Sliding Windows Journal Article

In: International Journal of Computer Science and Information Technology, 5 , pp. 39-52, 2013.

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