• DocumentCode
    2083868
  • Title

    Denoising of SAR Images Based on Wavelet Packet

  • Author

    Ai, Wei-hua ; Yun-xian Huang ; Chao-ling Shen ; Xi-Chuan Liu

  • Author_Institution
    Inst. of Meteorol., PLA Univ. of Sci. & Technol., Nanjing, China
  • fYear
    2009
  • fDate
    17-19 Oct. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The SAR remote sensing images are interfered by noises during the detection and transmission, a method based on wavelet packet and level dependent adaptive threshold is proposed in this paper. By using this method, the SAR images can be decomposed in a more elaborate method compared to the traditional wavelet transform, and the noises in the SAR images are eliminated by the adaptive threshold method. The experiment results show that this method can reduce the noises efficiently. The PSNR and the subjective vision of the results have better performances than the result of traditional wavelet transform method.
  • Keywords
    image denoising; radar imaging; synthetic aperture radar; wavelet transforms; PSNR; SAR image; adaptive threshold; image denoising; subjective vision; wavelet packet; Degradation; Discrete wavelet transforms; Frequency; Layout; Multiresolution analysis; Noise reduction; PSNR; Speckle; Wavelet packets; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-1-4244-4129-7
  • Electronic_ISBN
    978-1-4244-4131-0
  • Type

    conf

  • DOI
    10.1109/CISP.2009.5301438
  • Filename
    5301438