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基于小波变换的综合型高分辨率SAR图像滤波算法 被引量:1

A Wavelet Transform Based FilteringAlgrithm for High-Resolution SAR Images
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摘要 文章根据高分辨率SAR图像特点,考虑到SAR图像滤波要保证平滑效果的同时保证边缘结构信息的尽量完整性,基于现有增强算法的思想,提出了一种基于维纳滤波及小波软阈值滤波的综合型滤波器,实验表明文中提出的滤波器相对现有的滤波算法有更好的性能。 This paper proposes a synthesizing type filter based on Wiener filtering and wavelet soft-threshold filter for high-resolution SAR images by considering SAR images'features,the requirement of ensuring both effective smoothness and marginal texture to the greatest extent,and the idea of existing filtering algorithm.And the experiments show that the proposed filter has relatively better performance than the existing filtering algorithms.
出处 《计算机与数字工程》 2015年第12期2254-2256,2265,共4页 Computer & Digital Engineering
基金 国家自然科学基金(编号:41371339) 国家航空科学基金(编号:20135179007)资助
关键词 SAR图像 相干斑噪声 维纳滤波 小波软阈值滤波 综合型滤波器 SAR image speckle noise Wiener filter wavelet soft-threshold filter synthesizing type filter
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  • 1Goodman J W. Some Fundamental Properties of Speck le[J]. Journal of the Optical Society of America(J()- SA), 1976,66(11) : 1145-1150.
  • 2Lee J S. Digital Image Enhancement and Noise Fite ring by Use of Local Statistics [J]. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 1980 (2) : 165-168.
  • 3Kuan D T, Sawchuk A A, Strand T C, et al. Adaptive Noise Smoothing Filter for Images with Signal-depend- ent Noise [J]. Pattern Analysis and Machine Intelli- gence, IEEE Transactions on, 1985(2) : 165-177.
  • 4Frost V S, Stiles J A, Shanmugam K S, et al. An A- daptive Filter for Smoothing Noisy Radar Images[C]// IEEE Proceedings, 1981,69 : 133-135.
  • 5Lopes A, Nezry E, Touzi R, et al. Maximum a Poste- riori Speckle Filtering and First Order Texture Models in SAR Images[C]//Geoscience and Remote Sensing Symposium, 1990. IGARSS'90. Remote Sensing Sci- ence for the Nineties., 10th Annual International. IEEE, 1990 : 2409-2412.
  • 6Lopes A, Touzi R. Adaptive Speckle Filters and Scene Heterogeneity[J]. IEEE Transactions on Geoscienceand Remote Sensing, 1990,28(6) : 99-1000.
  • 7Fukuda S, Hirosawa H. Suppression of Speckle in Synthetic Aperture Radar Images [J]. Int J Remote Sensing, 1998,19(3) :507-519.
  • 8Donoho D L. De-noising by Soft-thresholding[J]. In formation Theory, IEEE Transactions on,1995,41(3) : 613 -627.
  • 9Liu J, Ding Z, Zhao L, et al. An Adaptive SAR Image Speckle Reduction Algorithm Based on Wavelet Trans- form and Partial Differential Equations[C]//EUSAR 2014; 10th European Conference on Synthetic Aperture Radar; Proceedings of. VDE, 2014: 1-4.
  • 10万朋,黄顺吉.合成孔径雷达目标检测及相关技术研究[D].成都:电子科技大学,2000:45-62.

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