• DocumentCode
    1052110
  • Title

    Despeckling of TerraSAR-X Data Using Second-Generation Wavelets

  • Author

    Gleich, Dusan ; Kseneman, Matej ; Datcu, Mihai

  • Author_Institution
    Lab. for Signal Process. & Remote Control, Univ. of Maribor, Maribor, Slovenia
  • Volume
    7
  • Issue
    1
  • fYear
    2010
  • Firstpage
    68
  • Lastpage
    72
  • Abstract
    This letter presents the despeckling of synthetic aperture radar (SAR) images within the bandelet and contourlet domains. A model-based approach is presented for the despeckling of SAR images. The speckle-reduced estimate is found using the first-order Bayesian inference, and the best model´s parameters are estimated using the second-order Bayesian inference. Synthetic and real images are used for evaluating the qualities of the despeckling methods. The experimental results showed that the combination of Bayesian inference and bandelet transform outperforms the contourlet-based despeckling algorithm using synthetic data and objective measurements.
  • Keywords
    geophysical image processing; geophysical techniques; image denoising; inference mechanisms; remote sensing by radar; speckle; synthetic aperture radar; wavelet transforms; TerraSAR-X; bandelet transform; contourlet-based despeckling algorithm; first-order Bayesian inference; image despeckling; second-generation wavelets; second-order Bayesian inference; synthetic aperture radar; Bayesian inference; speckle reduction; synthetic aperture radar (SAR); wavelet transform;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1545-598X
  • Type

    jour

  • DOI
    10.1109/LGRS.2009.2020610
  • Filename
    5061876