• DocumentCode
    3329745
  • Title

    The 𝒢0A distribution as the true model for SAR images

  • Author

    Jacobo-Berlles, Julio ; Mejail, Marta E. ; Frery, Alejandro C.

  • Author_Institution
    Dept. de Comput., Buenos Aires Univ., Argentina
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    327
  • Lastpage
    336
  • Abstract
    For many synthetic aperture radar (SAR) sensors, urban areas, forests and pasture areas have a growing degree of homogeneity, and for each one of these region types there is a distribution class that fits the data best. In this paper, the feasibility of using the 𝒢0 A distribution as a general model is studied, and the practical usefulness of this proposal is shown. The 𝒢0 A distribution is adopted as the true model, and its locally estimated parameters are used for classification of synthetic and real SAR images
  • Keywords
    image classification; probability; radar imaging; radar theory; statistics; synthetic aperture radar; terrain mapping; 𝒢0A distribution; SAR images; SAR sensors; data fitting; distribution class; forests; image classification; locally estimated parameters; pasture areas; region types; synthetic aperture radar; terrain homogeneity; urban areas; Parameter estimation; Proposals; Synthetic aperture radar; Urban areas;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Graphics and Image Processing, 1999. Proceedings. XII Brazilian Symposium on
  • Conference_Location
    Campinas
  • Print_ISBN
    0-7695-0481-7
  • Type

    conf

  • DOI
    10.1109/SIBGRA.1999.805742
  • Filename
    805742
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3329745