Title :
The Precise Location Algorithm of License Plate Based on Gray Image
Author :
Liu, Honghai ; Hou, Xianghua
Author_Institution :
Coll. of Inf. & Eng., Huzhou Teachers Coll., Huzhou, China
Abstract :
License plate recognition is an indispensable part in the management system of city intelligence traffic and the location of license plate is a critical step in license plate recognition. The traditional recognition algorithms of license plate mainly adopt edge transformation to locate license plate, and the degree of accuracy is not high. In this paper, an improved precise location algorithm of license plate is put forward. The picture taken by a camera is usually a color image, so the grayscale transformation is firstly discussed. Then, the gray image is converted to a binary image and the image binaryzation´ critical step is how to find the optimum threshold. To eliminate the background interference and use vertical projection method to find the candidate region of license plate is the next step. Then, using median filter algorithm eliminates image noise. Lastly, the horizontal region of license plate is found out by horizontal projection and using vertical location acquires the precise location of license plate. The experimental results show that this algorithm discussed in this paper can precisely locate the license plate region and effectively enhance the recognition rate of license plate.
Keywords :
filtering theory; image denoising; image segmentation; interference suppression; median filters; object recognition; traffic engineering computing; background interference elimination; binary image; city intelligence traffic; gray image; grayscale transformation; horizontal projection; image binaryzation; image noise elimination; license plate location; license plate recognition; management system; median filter algorithm; optimum threshold; precise location algorithm; vertical location; vertical projection method; Color; Filtering algorithms; Gray-scale; Image color analysis; Image edge detection; Licenses; gray image; horizontal location; license plate; median filter algorithm; vertical location;
Conference_Titel :
Computer Science & Service System (CSSS), 2012 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-0721-5
DOI :
10.1109/CSSS.2012.25