DocumentCode :
507328
Title :
An Efficient Method Based on Orientation Field for Detection of License Plates
Author :
Wang, Lin ; Pan, Renlong ; Dai, Mo
Author_Institution :
Guizhou Univ. for Nat., Guiyang, China
Volume :
5
fYear :
2009
fDate :
14-16 Aug. 2009
Firstpage :
349
Lastpage :
353
Abstract :
License plate area contains rich texture and edge information. In our method, the car image first is divided into set of 5×5 non-overlapping black and a local orientation is defined for each black. The M×N car image is converted to an orientation image and a vertical edges image of size (M×N)/25. It reduces much processing time. The orientation and the vertical edges of black are calculated using Sobel operator. We remove most of the background and noise regions in the orientation and vertical edges image by an effective algorithm and segment the plate out from the original car image. Experimental results demonstrate the great robustness and efficiency of our method.
Keywords :
edge detection; Sobel operator; car image; edge information; license plate area; license plate detection; orientation field; orientation image; vertical edges image; Background noise; Character recognition; Color; Image converters; Image edge detection; Image segmentation; Intelligent transportation systems; Licenses; Pixel; Vehicles; Detection of license plates; Orientation field; Vertical edge extraction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
Type :
conf
DOI :
10.1109/FSKD.2009.633
Filename :
5360600
Link To Document :
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