• DocumentCode
    1935881
  • Title

    A PDE Based Method for Speckle Noise Suppression

  • Author

    Du, Huiqian ; Ren, Yanfang ; Mei, Wenbo

  • Author_Institution
    Dept. of Electron. Eng., Beijing Inst. of Technol.
  • Volume
    2
  • fYear
    2006
  • fDate
    16-20 Nov. 2006
  • Abstract
    The presence of speckle noise hinders observers from acquiring information of SAR images. It is desirable to remove speckle noise without features destroyed. In this paper, a PDE (partial differential equation) based method is presented to suppress the speckle noise. Unlike Perona & Malik´s method, standard gradient is introduced to distinguish between the continuous areas and edges in SAR images. Since standard gradient makes use of the statistical information to locate the edges its application in PDE brings better image enhancement results. To demonstrate the performance of our method, we apply it to real SAR images. The experiment results show that the method reduces speckle and keeps important features simultaneously
  • Keywords
    image denoising; image enhancement; partial differential equations; radar imaging; speckle; statistical analysis; synthetic aperture radar; SAR images; image enhancement; partial differential equation; speckle noise removal; speckle noise suppression; statistical information; Anisotropic magnetoresistance; Filters; High-resolution imaging; Image edge detection; Image enhancement; Noise reduction; Partial differential equations; Spatial resolution; Speckle; Synthetic aperture radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2006 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9736-3
  • Electronic_ISBN
    0-7803-9736-3
  • Type

    conf

  • DOI
    10.1109/ICOSP.2006.345610
  • Filename
    4129091