• DocumentCode
    22294
  • Title

    SAR Image Despeckling Using a Space-Domain Filter With Alterable Window

  • Author

    Li, Guang-Ting ; Wang, Chun-Le ; Huang, Ping-Ping ; Yu, Wei-Dong

  • Author_Institution
    Inst. of Electron., Beijing, China
  • Volume
    10
  • Issue
    2
  • fYear
    2013
  • fDate
    Mar-13
  • Firstpage
    263
  • Lastpage
    267
  • Abstract
    In this letter, a modified bilateral filter suitable for synthetic aperture radar (SAR) image despeckling, named space-domain filter with alterable window (SFAW), is proposed. SFAW features geometric adaptivity, in both spatial and similarity functions, respectively driven by the following: 1) the local coefficient of variation ( CV) and 2) the joint probability density function model of two pixels having the same reflectivity. Tests on synthetic and real SAR images show that SFAW notably smoothes speckle with unperceivable detail blurring and achieves better performances than other related methods.
  • Keywords
    filtering theory; probability; radar imaging; synthetic aperture radar; SAR image despeckling; SFAW; joint probability density function model; modified bilateral filter; real SAR images; space-domain filter with alterable window; synthetic SAR images; synthetic aperture radar image despeckling; Image edge detection; Joints; Noise; Remote sensing; Smoothing methods; Speckle; Synthetic aperture radar; Bilateral filter (BF); despeckling; spatial filtering; synthetic aperture radar (SAR) images;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1545-598X
  • Type

    jour

  • DOI
    10.1109/LGRS.2012.2200875
  • Filename
    6230612