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 :
بازگشت