• DocumentCode
    1954899
  • Title

    Combining Level Set and orthogonal transforms for speckle reduction and detail preservation in SAR images

  • Author

    Fevralev, Dmitriy V. ; Lukin, Vladimir V. ; Marques, R.C.P. ; Medeiros, F.N.S.

  • Author_Institution
    Dept. of Transmitters, Receivers & Signal Process., Nat. Aerosp. Univ., Kharkov, Ukraine
  • fYear
    2011
  • fDate
    25-27 Aug. 2011
  • Firstpage
    199
  • Lastpage
    202
  • Abstract
    This paper introduces a new approach for SAR image processing by combining a Level Set method and DCT or Haar based filtering with small-sized object (target) preservation. The approach exploits the Level Set method ability to detect small-sized targets and other heterogeneities in one-look amplitude SAR image It is demonstrated that the proposed approach provides efficient noise suppression in homogeneous image regions with simultaneous preservation of useful information (details) in SAR images. Moreover, we perform quantitative analysis for synthetic images and qualitative study for real data.
  • Keywords
    Haar transforms; discrete cosine transforms; filtering theory; image denoising; object detection; radar imaging; synthetic aperture radar; DCT; Haar based filtering; SAR image processing; homogeneous image suppression; level set transform method; noise suppression; one-look amplitude SAR image; orthogonal transforms; small-sized object detail preservation; small-sized target detection; speckle reduction; synthetic aperture radar; synthetic image analysis; Discrete cosine transforms; Filtering; Level set; Noise; Object detection; Speckle; DCT; Level Set method; one-look SAR image; speckle filtering; target detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Microwaves, Radar and Remote Sensing Symposium (MRRS), 2011
  • Conference_Location
    Kiev
  • Print_ISBN
    978-1-4244-9641-9
  • Type

    conf

  • DOI
    10.1109/MRRS.2011.6053634
  • Filename
    6053634