DocumentCode
3363268
Title
An efficient algorithm for Chinese license plate location
Author
Cheng Rong ; Bai Yanping
Author_Institution
Sch. of Inf. & Commun, North Univ. of China, Taiyuan, China
Volume
5
fYear
2011
fDate
12-14 Aug. 2011
Firstpage
2295
Lastpage
2297
Abstract
This paper presents an efficient and robust method of Chinese license plate location. In this method, firstly, 2-D wavelet transform is implemented to a digital car image to detect the high frequency information which is the basis to the next approaches. Secondly, mathematic morphology is used to get connected regions which contain the candidate plate regions with appropriate size. In order to pick out the real plate region, a BP neural network is trained by the samples chosen from plate images under different illumination conditions. Then certain of pixels in candidate regions are identified by the network based of color elements, which help determining the real plate location. Experimental results demonstrate the efficiency of our algorithm.
Keywords
image colour analysis; image recognition; mathematical morphology; traffic engineering computing; wavelet transforms; 2D wavelet transform; BP neural network; Chinese license plate location; automatic license plate recognition; color elements; digital car image; high frequency information; illumination conditions; mathematic morphology; Discrete wavelet transforms; Educational institutions; Filter banks; Licenses; Morphology; license plate-location; mathematical morphology; neural network; wavelet transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location
Harbin, Heilongjiang, China
Print_ISBN
978-1-61284-087-1
Type
conf
DOI
10.1109/EMEIT.2011.6023569
Filename
6023569
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