• DocumentCode
    3405107
  • Title

    A nonlinear image enhancement algorithm based on partial differential equations

  • Author

    Han, Xizhen ; Jian, Zhao

  • Author_Institution
    Changchun Inst. of Opt., Fine Mech. & Phys., Chinese Acad. of Sci., Changchun, China
  • fYear
    2010
  • fDate
    24-28 Oct. 2010
  • Firstpage
    1114
  • Lastpage
    1116
  • Abstract
    Image enhancement and image de-noising have being the important research contents of image academic and engineering field, and the partial differential equations have been widely applied to computer vision. The paper applies the thoughts of partial differential equations, puts forward a new improved method of image enhancement. This method can enhance not only the dark images but also the bright images, making the details hidden in the dark background and the bright background very clear. The application scope is wider, and the visual effect is better. This paper uses the finite difference method to discrete the partial differential equations, and combines with the heat equation. It calculates simple, runs fast, and provides a guarantee for real-time video image enhancement processing.
  • Keywords
    computer vision; finite difference methods; image denoising; image enhancement; partial differential equations; bright background; bright images; computer vision; dark background; dark images; finite difference method; heat equation; image de-noising; nonlinear image enhancement; partial differential equations; video image enhancement processing; visual effect; Entropy; Equations; Finite difference methods; Histograms; Image enhancement; Mathematical model; Partial differential equations; Finite Difference Method; Image Enhancement; Partial Differential Equations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2010 IEEE 10th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-5897-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2010.5655875
  • Filename
    5655875