• DocumentCode
    3534885
  • Title

    Bayesian restoration of interferometric phase through biased anisotropic diffusion

  • Author

    González, F. Rodríguez ; Datcu, M.

  • Author_Institution
    German Aerosp. Center, Oberpfaffenhofen, Germany
  • Volume
    5
  • fYear
    2009
  • fDate
    12-17 July 2009
  • Abstract
    In this paper a new Bayesian algorithm for interferometric phase restoration is presented. Based on a non-linear anisotropic extension of Orientation Diffusions, the inherent directionality of the fringe structure is introduced into its prior model. It also accounts for the periodicity of the phase representation. A fidelity term derived from the anisotropic metrics and the InSAR phase statistics deviates diffusion towards the acquired phase value. It acts as an adapted likelihood of the diffused phase. Hence, phase restoration is a trade-off between directionality and reconstruction fidelity, prior and likelihood. Results are provided on a High Resolution Spotlight scene acquired by TerraSAR-X.
  • Keywords
    Bayes methods; image processing; phase estimation; radar interferometry; statistical analysis; Bayesian algorithm; InSAR phase statistics; TerraSAR-X; anisotropic metrics; directionality; fringe structure; interferometric phase restoration; nonlinear anisotropic extension; orientation diffusions; phase representation; reconstruction fidelity; Anisotropic magnetoresistance; Bayesian methods; Costs; Diffusion processes; Equations; Layout; Phase estimation; Robustness; Statistics; Synthetic aperture radar interferometry; Bayesian restoration; interferometry; non-linear diffusion; orientation field; phase filtering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
  • Conference_Location
    Cape Town
  • Print_ISBN
    978-1-4244-3394-0
  • Electronic_ISBN
    978-1-4244-3395-7
  • Type

    conf

  • DOI
    10.1109/IGARSS.2009.5417743
  • Filename
    5417743