期刊文献+

一种改进的InSAR干涉图滤波算法

An Improved Algorithm for Noise Reduction of InSAR Phase
原文传递
导出
摘要 首先介绍了自适应矢量均值滤波算法的基本原理,接着对该算法提出改进性研究,并利用Microsoft Visual C++编程予以实现,最后将该算法用于实际合成孔径雷达干涉测量技术(InSAR,Synthetic Aperture Radar Interferometry)的干涉图像,通过采用滤波评价指标,得出无论干涉图像中的条纹粗细与否,该算法在保持图像边缘的基础上对图像噪声均具有较好的抑制能力。实验结果表明对于处理含噪声较多的InSAR干涉图像,该算法相对容易实现。 The paper first briefly describes the basic principles of a filtering algorithm based on adaptive vector mean,then gives the research for improvement of the proposed algorithm,including the algorithm implementation with Microsoft Visual C++ program.The proposed algorithm is finally applied to InSAR(actual intervention of synthetic aperture radar interferometry) phase.Whether the interference fringes in the image are thick or thin,the filter evaluation indexes indicate that the filtering algorithm has better noise suppression and edge preservation.Experiment shows that,in processing of InSAR phase containing more noise,the algorithm is relatively easy to implement.
作者 邱涛
出处 《通信技术》 2011年第11期73-75,共3页 Communications Technology
关键词 合成孔径雷达干涉测量技术 滤波 自适应矢量均值 噪声 图像边缘 InSAR filtering adaptive vector mean noise image edge
  • 相关文献

参考文献8

二级参考文献39

  • 1蔡荣太,王延杰.脉冲噪声检测与滤除器[J].电子器件,2007,30(6):2053-2056. 被引量:1
  • 2林卉,赵长胜,杜培军,舒宁.InSAR干涉图滤波方法研究[J].测绘学报,2005,34(2):113-117. 被引量:16
  • 3章毓晋.图像处理和分析[M].第一版,北京:清华大学出版社,1999:31-36. 被引量:1
  • 4ZEBKER H A, VILLASENOR J. Decorrelation in Interferometric Radar Echoes[J].IEEE Transactions on Geoscience and Remote Sensing, 1992, 30(5): 950-959. 被引量:1
  • 5GOLDSTEIN R M, ZEBKER H A, WERNER C L. Satellite Radar Interferomety Two-dimensional Phase Unwrap- ping[J]. Radio Science, 1988, 23(4): 713- 720. 被引量:1
  • 6LEE J S, PAPATHANASSIOU K P, AINSWORTH T L, et al. A New Technique for Noise Filtering of SAR Interferometrie Phase Images [J]. IEEE Transactions on Geoscience and Remote Sensing, 1998, 36(5): 1456-1465. 被引量:1
  • 7GOLDSTEIN R M, WERNER C L. Radar Interferogram Filtering for Geophysical Applications [ J ] . Geophysical Research Letters, 1998, 25(21): 4035-4038. 被引量:1
  • 8BARAN L, STEWART M P, KAMPES B M, et al. A Modification to the Goldstein Radar Interferogram Filter [J]. IEEE Transactions on Geoscience and Rernotc Sensing, 2003, 41(9): 2114 -2118. 被引量:1
  • 9LI Z W, DING X L, HUANG C, et al. Improved Filtering Parameter Determination for the Goldstein Radar Interferogram Filter [J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2008, 63(6): 621- 634. 被引量:1
  • 10LI Zhilin, ZOU Weibao, DING Xiaoli, et al. A Quantitative Measure for the Quality of InSAR Interferograms Based on Phase Differences [J]. Photogrammetric Engineering and Remote Sensing, 2004, 70(10): 1131-1137. 被引量:1

共引文献48

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部