DocumentCode
2630977
Title
Research of image edge detection and application based on grey prediction model
Author
Li, Jun-feng ; Dai, Wen-zhan
Author_Institution
Donghua Univ., Shanghai
Volume
1
fYear
2007
fDate
2-4 Nov. 2007
Firstpage
286
Lastpage
291
Abstract
On the basis of grey prediction theory, a new method of image edge detection is put forward. First, the method of edge detection based on grey GM(1,1) prediction model and its realizing principles of this method are discussed, and the image edges can be detected from eight directions by means of this method. Moreover, the corresponding simulation experiment is implemented and its ability of edge detection is tested. At last, this method is used to detect the edge of licence plate. Compared with other methods, the result shows that this algorithm can make the character segmented from the background distinctly, and advance accuracy of vehicle license plate recognition effectively.
Keywords
edge detection; grey systems; image segmentation; grey prediction model; image edge detection; image segmention; Image edge detection; Licenses; Notice of Violation; Pattern analysis; Pattern recognition; Prediction theory; Predictive models; Testing; Vehicles; Wavelet analysis; GM(1,1); edge detection; grey prediction model; grey system theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-1065-1
Electronic_ISBN
978-1-4244-1066-8
Type
conf
DOI
10.1109/ICWAPR.2007.4420680
Filename
4420680
Link To Document