• DocumentCode
    2086185
  • Title

    SAR image denoising based on orthogonal bandlet domain with context modeling

  • Author

    Zhang, Anfa ; Yan, Jingwen ; Wang, Zhixi

  • Author_Institution
    Dept. of Electron. Eng., Shantou Univ., Shantou, China
  • Volume
    1
  • fYear
    2008
  • fDate
    17-19 Nov. 2008
  • Firstpage
    1179
  • Lastpage
    1184
  • Abstract
    This paper proposes a novel method on synthetic aperture radar (SAR) Image denoising, which is based on context modeling combined with multiscale orthogonal bandlet coefficients. For the main influence of SAR image is multiplicative speckle noise, the logarithm uniform transform is used to convert it to additive noise. In this paper, the multiscale orthogonal bandlet transform is applied to noisy SAR Image. The contextual model is used to compute contextual values of bandlet coefficients on each scale. Therefore, bandlet coefficients are reconstructed into some parts by contextual values. The spatially adaptive soft-threshold (T) is to denoise SAR image in each part. Experimental results demonstrate that this method outperforms the methods of ¿(E-lee), contextual model based on wavelet domain (Wavelet-context), and Hidden Markov Tree model bases on wavelet domain (Wavelet-hmt) on there indexes: Floating index (FI), Standard deviation and Edge saving index of vertical direction, by using a real SAR image. However, the method can not only reduce the speckle noise but also preserve edges and high frequency information, and gets considerable visual effect on SAR Image denoising.
  • Keywords
    image denoising; image segmentation; radar imaging; speckle; synthetic aperture radar; transforms; SAR image denoising; additive noise; context modeling; logarithm uniform transform; multiplicative speckle noise; multiscale orthogonal bandlet transform; spatial adaptive soft-threshold; synthetic aperture radar; Additive noise; Context modeling; Hidden Markov models; Image converters; Image denoising; Image reconstruction; Noise reduction; Speckle; Synthetic aperture radar; Wavelet domain;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4244-2196-1
  • Electronic_ISBN
    978-1-4244-2197-8
  • Type

    conf

  • DOI
    10.1109/ISKE.2008.4731109
  • Filename
    4731109