• 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