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相干斑噪声抑制技术研究 被引量:8

New method for reducing speckle noise in sar image
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摘要 本文研究了一种新的合成孔径雷达相干斑噪声抑制的算法。传统的噪声抑制和近年来的小波变换方法都有其不足之处。本文结合增强Lee算法中的思想与小波算法用于抑制SAR图像中相干斑噪声,能够获得良好的效果,通过对比试验,本文算法具有较好的相干斑噪声抑制能力和边缘保持能力。 In this paper, a new method for reducing speckle noise in SAR image is dicussed. Traditional method and recently wavelet transform for reducing speckle noise have some shortcoming. The new algorithm combined the method of modified Lee and wavelet transform. Simulation results show the algorithm can reduce speckle and preserve image edge.
出处 《仪器仪表学报》 EI CAS CSCD 北大核心 2006年第z2期1413-1416,共4页 Chinese Journal of Scientific Instrument
关键词 合成孔径雷达 斑点噪声 小波分析 图像 SAR speckle noise wavelet image
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参考文献4

  • 1[1]Fosgate C H,Krim H Multiscale segmentation,enhancement of SAR imagery[C].IEEE Transactions on Image Processing,1997.
  • 2[2]Lei Zhang,Paul Bao.Denoising by spatial correlation thresholding[J].IEEE transactions on Circuits and Systems for Video Technology.13(6).
  • 3[3]Johannes R.Sveinsson,Jon Atli Benediktsson.Almost translation invariant wavelet transformations for speckle reduction of SAR images[J].IEEE Tranctions on Geoscience and Remote Sensing,2003,41(10).
  • 4[4]Fabrizio Argenti,Luciano Alparone.Speckle removal from SAR images in the undecimated wavelet domain.IEEE Tranctions on Geoscience and Remote Sensing,2002,40(11):2263-2374.

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