DocumentCode
518663
Title
A new method of vehicle license plate location under complex scenes
Author
Pan, Wei ; Yang, Nafei
Author_Institution
Inf. Eng. Inst., Capital Normal Univ., Beijing, China
Volume
3
fYear
2010
fDate
27-29 March 2010
Firstpage
134
Lastpage
138
Abstract
Vehicle license plate location is an important part of a license plate recognition system. This paper proposed a new location method for plate under complex scenes based on horizontal gradient and morphological operation. Firstly, horizontal gradient image was obtained by horizontal difference on the grayscale image. Secondly, an adaptive threshold proposed in this paper was used to segment the gradient image. Then, the candidate vehicle license plates were detected by morphological and region operations. Finally, the result of the license plate location was decided by candidate plates searching according to the features of the plate region. The experiments on 191 vehicle images that were taken under different illumination, weather and distance conditions show that the efficiency of the proposed algorithm is 96.34%.
Keywords
gradient methods; image recognition; image segmentation; traffic engineering computing; adaptive threshold; gradient image segmentation; grayscale image; horizontal gradient image; horizontal morphological operation; license plate recognition system; vehicle license plate location; Automotive engineering; Color; Gray-scale; Image segmentation; Intelligent transportation systems; Layout; Licenses; Lighting; Morphological operations; Vehicles; adaptive threshold; horizontal gradient; morphology; region operation;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Conference_Location
Shenyang
Print_ISBN
978-1-4244-5845-5
Type
conf
DOI
10.1109/ICACC.2010.5486754
Filename
5486754
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