• DocumentCode
    2125451
  • Title

    Edge preservation evaluation of digital speckle filters

  • Author

    Han Chumning ; Huadong, Guo ; Changlin, Wang

  • Author_Institution
    Lab. of Remote Sensing Inf. Sci., Acad. Sinica, Beijing, China
  • Volume
    4
  • fYear
    2002
  • fDate
    24-28 June 2002
  • Firstpage
    2471
  • Abstract
    This paper makes three contributions. It clarifies the definition of edge preservation in SAR images. The definition of edge preservation is important for edge preservation evaluation of digital speckle filters. Only if the definition of edge preservation is reasonable, can the edge preservation evaluation be successfully performed. Second, an algorithm to evaluate edge preservation of digital speckle filters is proposed. Third, we analyze the reason why the enhanced Lee, enhanced Frost, gamma, and Kuan filters cannot effectively preserve edges. The main contribution in this paper is that we clarified the difference between edge preservation and edge point preservation. It is important to develop new methods to reduce speckle in SAR images, which can successfully preserve edges in smoothed images.
  • Keywords
    digital filters; edge detection; radar imaging; remote sensing by radar; synthetic aperture radar; Kuan filter; SAR images; algorithm; digital speckle filters; edge point preservation; edge preservation evaluation; enhanced Frost filter; enhanced Lee filter; gamma filter; smoothed images; speckle reduction; Adaptive filters; Calibration; Digital filters; Information filtering; Information filters; Laboratories; Performance evaluation; Remote sensing; Speckle; Synthetic aperture radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
  • Print_ISBN
    0-7803-7536-X
  • Type

    conf

  • DOI
    10.1109/IGARSS.2002.1026581
  • Filename
    1026581