• DocumentCode
    2524129
  • Title

    Improved edge enhancing diffusion filter for speckle-corrupted images

  • Author

    Fabbrini, L. ; Greco, M. ; Messina, M. ; Pinelli, G.

  • Author_Institution
    Signature Technol. Lab. IDS - Ing. Dei Sist. S.p.A., Pisa, Italy
  • fYear
    2012
  • fDate
    12-14 Sept. 2012
  • Firstpage
    230
  • Lastpage
    234
  • Abstract
    In the context of automatic image processing, the noise nearly always represents the hardest problem to cope with. This is particularly true on images corrupted by multiplicative speckle noise, such as Synthetic Aperture Radar (SAR) images. To tackle such an issue, this paper proposes a novel anisotropic diffusion filter that manages to fulfill simultaneously two competing requirements: noise reduction on homogeneous regions and edge enhancement. To prove the capabilities of our filter, we compare it to two non-local diffusion (NLD) filters applied on Lena image corrupted by a multiplicative speckle noise and on a real SAR image acquired by the COSMO-SkyMed (CSK) satellite constellation.
  • Keywords
    radar imaging; speckle; synthetic aperture radar; COSMO-SkyMed satellite constellation; CSK satellite constellation; Lena image corruption; anisotropic diffusion filter; automatic image processing; edge enhancing diffusion filter; homogeneous regions; multiplicative speckle noise; noise reduction; speckle-corrupted images; synthetic aperture radar images;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Radar and Remote Sensing (TyWRRS), 2012 Tyrrhenian Workshop on
  • Conference_Location
    Naples
  • Print_ISBN
    978-1-4673-2443-4
  • Type

    conf

  • DOI
    10.1109/TyWRRS.2012.6381134
  • Filename
    6381134