• DocumentCode
    314882
  • Title

    Multiresolution adaptive speckle filtering: a comparison of algorithms

  • Author

    Aiazzi, B. ; Alparone, L. ; Baronti, S. ; Borri, G.

  • Author_Institution
    Istituto di Ricerca sulle Onde Elettromagnetiche, CNR, Firenze, Italy
  • Volume
    2
  • fYear
    1997
  • fDate
    3-8 Aug 1997
  • Firstpage
    1054
  • Abstract
    Speckle filtering in multiresolution frameworks is the key to extend spatial adaptivity also across scales. Several procedures based on wavelets and pyramids, in which the different resolutions are adaptively filtered, have been introduced for selective speckle smoothing with preservation of features and point targets. In this work, comparison tests on true and synthetic speckled images show significant advances of the multi- over the single-scale approach, especially for the pyramid based scheme proposed by the authors, where visual comparisons on SAR images show better texture preservation
  • Keywords
    adaptive signal processing; geophysical signal processing; geophysical techniques; image texture; radar imaging; remote sensing by radar; speckle; synthetic aperture radar; wavelet transforms; SAR imaging; adaptive signal processing; algorithm; geophysical measurement technique; image texture; land surface; multiresolution adaptive speckle filtering; multiresolution framework; multiscale approach; pyramid; radar remote sensing; spatial adaptivity; speckle smoothing; synthetic aperture radar; synthetic speckled image; terrain mapping; wavelet; Adaptive filters; Band pass filters; Filtering algorithms; Frequency; Nonlinear filters; Signal to noise ratio; Smoothing methods; Spatial resolution; Speckle; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing, 1997. IGARSS '97. Remote Sensing - A Scientific Vision for Sustainable Development., 1997 IEEE International
  • Print_ISBN
    0-7803-3836-7
  • Type

    conf

  • DOI
    10.1109/IGARSS.1997.615340
  • Filename
    615340