• DocumentCode
    1540288
  • Title

    A model for extremely heterogeneous clutter

  • Author

    Frery, Alejandro Céesar ; Müller, Häns-Jürgen ; Yanasse, Corina Da Costa Freitas ; Anna, Sidnei João Siqueira Sant´

  • Author_Institution
    Dept. de Inf., Univ. Federal de Pernambuco, Recife, Brazil
  • Volume
    35
  • Issue
    3
  • fYear
    1997
  • fDate
    5/1/1997 12:00:00 AM
  • Firstpage
    648
  • Lastpage
    659
  • Abstract
    A new class of distributions, G distributions, arising from the multiplicative model is presented, along with their main properties and relations. Their densities are derived for complex and multilook intensity and amplitude data. Classical distributions, such as K, are particular cases of this new class. A special case of this class called G0, that has as many parameters as K distributions, is shown able to model extremely heterogeneous clutter, such as that of urban areas, that cannot be properly modeled with K distributions. One of the parameters of this special case is related to the degree of homogeneity, and a limiting case is that of a scaled speckle. The advantage of the G 0 distribution becomes evident through the analysis of a variety of areas (urban, primary forest and deforested) from two sensors
  • Keywords
    backscatter; electromagnetic wave scattering; geophysical techniques; radar clutter; radar cross-sections; radar imaging; radar theory; remote sensing by radar; G distribution; amplitude data; extremely heterogeneous clutter; geophysical measurement technique; land surface; model; multilook intensity; multiplicative model; radar clutter; radar remote sensing; speckle; terrain mapping; urban area; Backscatter; Clutter; Filters; Gaussian distribution; Helium; Image analysis; Image processing; Noise reduction; Speckle; Urban areas;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/36.581981
  • Filename
    581981