DocumentCode :
2075265
Title :
Method of license plate location based on edge detection and color information
Author :
Han, Huili ; Han, Runping
Author_Institution :
Sch. of Inf. Eng., Beijing Inst. of Fashion Technol., Beijing, China
fYear :
2011
fDate :
16-18 Dec. 2011
Firstpage :
1477
Lastpage :
1480
Abstract :
A new method of license plate location is designed in the paper and it is divided into two steps, which are rough location step based on gray image processing and precise location step based on color image processing. Firstly, the color car image is converted to the gray one from which horizontal and vertical edge images are extracted using Haar wavelet and Gabor filter. The rough location is achieved based on the specific projection features of these edge images. Then the color plate image roughly located by the first step is converted to HSI space. The binary image is obtained through the threshold segmentation method according to the color information of license plate. The plate´s precise position parameters are determined through making projection analysis of the binary image. The simulation result shows that the location method in this paper is efficient and effective.
Keywords :
Gabor filters; Haar transforms; edge detection; image colour analysis; wavelet transforms; Gabor filter; HSI space; Haar wavelet; binary image; color car image; color image processing; color information; color plate image; edge detection; gray image processing; horizontal edge images; license plate location; precise location step; projection analysis; projection features; rough location step; threshold segmentation method; vertical edge images; Equations; Gabor filters; Image color analysis; Image edge detection; Image segmentation; Licenses; Mathematical model; Gabor filter; Haar wavelet; binarization; edge detection; plate location; projection analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4577-1700-0
Type :
conf
DOI :
10.1109/TMEE.2011.6199487
Filename :
6199487
Link To Document :
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