• DocumentCode
    1140386
  • Title

    Nonlinear image filtering with edge and corner enhancement

  • Author

    Nitzberg, Mark ; Shiota, Takahiro

  • Author_Institution
    Div. of Appl. Sci., Harvard Univ., Cambridge, MA, USA
  • Volume
    14
  • Issue
    8
  • fYear
    1992
  • fDate
    8/1/1992 12:00:00 AM
  • Firstpage
    826
  • Lastpage
    833
  • Abstract
    The authors describe a model of nonlinear image filtering for noise reduction and edge enhancement using anisotropic diffusion. The method is designed to enhance not only edges, but corners and T junctions as well. The method roughly corresponds to a nonlinear diffusion process with backward heat flow across the strong edges. Such a process is ill posed, making the results depend strongly on how the algorithm differs from the diffusion process. Two ways of modifying the equations using simulations on a variable grid are studied
  • Keywords
    filtering and prediction theory; picture processing; anisotropic diffusion; corner enhancement; edge enhancement; model; noise reduction; nonlinear image filtering; picture processing; Adaptive filters; Anisotropic magnetoresistance; Diffusion processes; Electric shock; Filtering; Image edge detection; Nearest neighbor searches; Noise reduction; Nonlinear equations; Smoothing methods;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/34.149593
  • Filename
    149593