• DocumentCode
    576141
  • Title

    The new dual-texture G distribution for single-look PolSAR data

  • Author

    Khan, Salman ; Guida, Raffaella

  • Author_Institution
    Surrey Space Centre, Univ. of Surrey, Guildford, UK
  • fYear
    2012
  • fDate
    22-27 July 2012
  • Firstpage
    1469
  • Lastpage
    1472
  • Abstract
    A new form of G distribution, called the dual-texture G distribution, is proposed for Single-Look Complex (SLC) PolSAR data. Unlike the scalar texture productmodel, the dual texture G distribution is derived considering different texture variables for co-pol and cross-pol (x-pol) channels. The co-pol and x-pol texture variables are modelled by the Generalized Inverse Gaussian (GIG) distribution, separately. The result is a more flexible multivariate distribution. Also Mellin Kind Statistics (MKS) are utilized to analyze GIG textures, observe evidence of dual texture and to estimate shape parameters.
  • Keywords
    Gaussian distribution; image texture; radar imaging; radar polarimetry; synthetic aperture radar; GIG texture; MKS; Mellin kind statistics; co-pol channel; crosspol channel; flexible multivariate distribution; generalized inverse Gaussian distribution; scalar texture product model; shape parameter estimation; single look complex PolSAR; texture G distribution; x-pol texture variable; Data models; Parameter estimation; Radar polarimetry; Shape; Speckle; Synthetic aperture radar; data models; polarimetric synthetic aperture radar; radar polarimetry;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
  • Conference_Location
    Munich
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4673-1160-1
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2012.6351257
  • Filename
    6351257