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多极化SAR图像的降斑研究 被引量:3

Speckle Reduction in Multipolarization SAR Imagery
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摘要 对于多极化SAR图像 ,可以利用其同极化和交叉极化图像的相关性来进行降斑处理 .本文对常用的几种基于多极化SAR图像的降斑方法进行了分析 ,重点研究了最优加权法 (theoptimalweightingalgorithm) ,在其基础上改进提出了分块加权法 ,取得了明显的降斑效果 ,并较大地减少了运算量 . The availability of fully polarimetric SAR data makes it possible to utilize the co-polarized and cross-polarized images for speckle reduction. In this paper, many of the despeckling processing methods is introduced. The part weighting algorithm is proposed. With minimum resolution broadening and coupling between polarimetric and frequency channels, a series of experimental results about image speckle reduction demonstrate the effectiveness and less computational load.
出处 《电子学报》 EI CAS CSCD 北大核心 2003年第2期207-210,共4页 Acta Electronica Sinica
基金 国防科技重点实验基金 (No.0 0JS67.1 .1 .HK0 1 0 1 )
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参考文献5

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同被引文献24

  • 1田金凤,皮亦鸣.用一种新的独立分量分析算法实现极化SAR图像相干斑抑制[J].雷达科学与技术,2005,3(1):31-35. 被引量:4
  • 2Lee J S, Eric Pottier. Polarimetric Radar Imaging: from Basics to Applications[M]. [s. 1. ]: CRC Press, 2009.
  • 3Chris Oliver, Shaun Quegan. Understanding Synthetic Aperture Radar Images[M]. Boston, Lodon: Artech House, 1998.
  • 4Cumming I, Wong F. Digital Processing of Synthetic Aperture Radar Data[M]. Norwood, MA: Artech House, 2005.
  • 5I.ee J S, Grunes M R, Sehule D I., et al. Scattering- Model-Based Speckle Filtering of Polarimetric SAR Data[J]. IEEE Trans on Geoscience and Remote Sensing, 2006, 44(1):176-187.
  • 6Lee J S, Ainsworth T L, Chen K S. Speckle Filtering of Dual-Polarization and Polarimetric SAR Data Based on Unproved Sigma Filter[C]// Proc of IGARSS'08, Boston:[s. n. ], 2008:21-24.
  • 7Novak L M, Burl M C. Optimal Speckle Reduction in Polarimetric SAR Imagery[J]. IEEE Trans on AES, 1990, 26(2) :293-305.
  • 8Liu Guoqing, Huang Shunji, Torre A, et al. The Mul tilook Polarimetric Whitening Filter(MPWF) for Inten sity Speckle Reduction in Polarimetric SAP, Images[J] .IEEE Trans on GRS, 1998, 36(3):1016 - 1020.
  • 9Novak L M,Burl M C. Optimal speckle reduction in polari- metric SAR imagery [ J ]. IEEE Transations on Aerospace and Electronic Systems, 1990,26( 3 ) : 293-305.
  • 10Lee J S,Grunes M R,Mango S A. Speckle reduction in mul- tipolarization, multi-frequency SAR imagery [ J ]. IEEE Transactions on Geoscience and Remote Sensing, 1991,29 (4) :535-544.

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