• DocumentCode
    142849
  • Title

    Analysis of supplementary information emerging from the ICA based ICTD

  • Author

    Besic, N. ; Vasile, G. ; Chanussot, J. ; Stankovic, S. ; Girard, A. ; d´Urso, G.

  • Author_Institution
    GIPSA-Lab., Grenoble-INP, Grenoble, France
  • fYear
    2014
  • fDate
    13-18 July 2014
  • Firstpage
    1009
  • Lastpage
    1012
  • Abstract
    This paper presents an elaboration of the ICA based ICTD, proposed in [1]. The method is applied on three different datasets and three distinctive aspects of its performances are considered. Firstly, we challenge the initial choice of the ICA algorithm, by testing the suitability of two representative tensorial (fourth-order) and one second-order algorithm. Further, we demonstrate the invariance of the proposed decomposition with respect to both the rotation around the line of sight and the change of polarisation basis. Finally, we analyse the potential of supplementary information contained in the second most dominant component.
  • Keywords
    geographic information systems; geophysical techniques; ICA algorithm; ICA based ICTD; ICTD methods; Incoherent Target Decomposition; proposed decomposition invariance; representative tensorial suitability; second-order algorithm; supplementary information analysis; supplementary information potential; Backscatter; Educational institutions; Entropy; Estimation; Polarization; Principal component analysis; Vectors; ICA; ICDT; distributed targets; invariance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
  • Conference_Location
    Quebec City, QC
  • Type

    conf

  • DOI
    10.1109/IGARSS.2014.6946598
  • Filename
    6946598