• DocumentCode
    1882794
  • Title

    A multitexture model for multilook polarimetric radar data

  • Author

    Eltoft, Torbjørn ; Anfinsen, Stian Normann ; Doulgeris, Anthony Paul

  • Author_Institution
    Dept. of Phys. & Technol., Univ. of Tromso, Tromso, Norway
  • fYear
    2011
  • fDate
    24-29 July 2011
  • Firstpage
    1048
  • Lastpage
    1051
  • Abstract
    A statistical model for multilook polarimetric radar data is presented where the polarimetric channels are associated with individual texture variables having potentially different statistical properties. The feasibility of producing closed form probability density functions under certain restrictions is out lined. Mellin kind statistics are derived under various assumptions on the texture variables, and the potential for model fit assessment and hypothesis testing in the Mellin domain is demonstrated. Application to real data proves the usefulness of the analytic approach.
  • Keywords
    image texture; probability; radar imaging; radar polarimetry; statistical testing; synthetic aperture radar; Mellin domain; Mellin kind statistics; analytic approach; closed form probability density functions; hypothesis testing; model fit assessment; multilook polarimetric radar data; multitexture model; polarimetric channels; statistical model; statistical property; texture variables; Analytical models; Correlation; Covariance matrix; Data models; Radar polarimetry; Scattering; Radar polarimetry; probability density functions; synthetic aperture radar; texture modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
  • Conference_Location
    Vancouver, BC
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4577-1003-2
  • Type

    conf

  • DOI
    10.1109/IGARSS.2011.6049375
  • Filename
    6049375