JOURNAL ARTICLE

Research of License Plate Recognition under Complex Environment

Feng GaoZhong Jian DaiKun ZhouYa Ping Dai

Year: 2014 Journal:   Advanced materials research Vol: 989-994 Pages: 2569-2575   Publisher: Trans Tech Publications

Abstract

In order to improve the license plate recognition accuracy under complex environment, a new license location algorithm combining vertical edge detection, color information of the license plate and mathematical morphology is presented in this paper. For balance of computing load and recognition accuracy, a “200-d” character feature rule is designed, and the “200-d” feature is used as the input of BP neural network to recognize the characters. Based on the above-mentioned methods, a license plate recognition system is set up, which can locate and recognize the license plate effectively, even when the resolution of pictures and the position of vehicles in the pictures are not fixed. Experimental results indicate that the recognition rate of the algorithm reaches 90.5%.

Keywords:
License Artificial intelligence Feature (linguistics) Computer vision Computer science Position (finance) Character recognition Set (abstract data type) Artificial neural network Pattern recognition (psychology) Character (mathematics) Feature extraction Image (mathematics) Mathematics

Metrics

1
Cited By
0.00
FWCI (Field Weighted Citation Impact)
6
Refs
0.12
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Vehicle License Plate Recognition
Physical Sciences →  Engineering →  Media Technology
Handwritten Text Recognition Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image and Object Detection Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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