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
Abstract :
License plate area contains rich texture and edge information. In our method, the car image first is divided into set of 5Ã5 non-overlapping black and a local orientation is defined for each black. The MÃN car image is converted to an orientation image and a vertical edges image of size (MÃN)/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;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.633