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
Link To Document :
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