• DocumentCode
    24685
  • Title

    Directionally Adaptive Filter for Synthetic Aperture Radar Interferometric Phase Images

  • Author

    Fu, Sihua ; Long, Xuejun ; Yang, Xia ; Yu, Qifeng

  • Author_Institution
    Coll. of Optoelectric Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
  • Volume
    51
  • Issue
    1
  • fYear
    2013
  • fDate
    Jan. 2013
  • Firstpage
    552
  • Lastpage
    559
  • Abstract
    The obvious directionality inherent in interferometric synthetic aperture radar interferograms allows noise to be filtered very effectively along the fringe direction, leaving the fringe phase undamaged. This paper proposes a highly reliable method for the simultaneous estimation of the direction and density of interferograms, on the basis of which a directionally adaptive filter (DAF) is further proposed. Compared with existing filters, the DAF has a filter window whose direction is able to vary continuously with the fringe direction. The window length and width can be varied adaptively with the fringe density: a large window achieves better filtering results when the fringes are sparse, whereas a small window is better able to preserve the phase detail when they are dense. The processing results of both simulated and real data demonstrate that the DAF effectively eliminates noise and preserves detailed fringe information because its filter window performs adaptively in terms of both direction and size.
  • Keywords
    adaptive filters; geophysical image processing; geophysical techniques; interference suppression; radar interferometry; synthetic aperture radar; directionally adaptive filter; filter window; fringe density; fringe direction; fringe information; fringe phase; interferometric synthetic aperture radar interferograms; phase detail; synthetic aperture radar interferometric phase images; window length; window width; Adaptive filters; Filtering; Frequency estimation; Maximum likelihood estimation; Noise; Reliability; Synthetic aperture radar; Fringe density; fringe direction; interferometry; phase filtering; synthetic aperture radar (SAR);
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/TGRS.2012.2202911
  • Filename
    6239589