期刊文献+

基于极化矢量相似系数的极化Lee滤波改进算法 被引量:4

Refined Polarimetric SAR Speckle Lee Filtering Algorithm Based on Relativity of Polarization Vector
下载PDF
导出
摘要 在相干斑抑制过程中,极化Lee滤波器的纹理保持性受到同性介质选取准确性的较大影响。通过引入极化矢量相似系数作为全极化SAR复图像数据的同性介质选择准则,给出了一种改进的极化SAR相干斑Lee滤波算法。实测数据的仿真实验表明,与极化Lee滤波器相比,改进算法具有较好的相干斑抑制效果,提高了滤波结果的纹理保持能力。 The texture maintenance of polarimetric Lee filtering algorithm rests with the accuracy of pixels selected in the speckle filtering.Drawing on the correlativity of Polarization vector,an improved principle of pixels is selected from the homogeneous clutter region and an improved polarization Lee filter is presented.According to the results which are evaluated on real SAR image experiment,the refined algorithm performs more effectively in terms of speckle reduction and texture preservation,compared with Polarization Lee filter.
出处 《信息工程大学学报》 2010年第6期737-740,共4页 Journal of Information Engineering University
基金 科研基金资助项目
关键词 相干斑抑制 极化SAR Lee滤波 极化矢量 speckle filtering polarimetric SAR lee filter polarization vector
  • 相关文献

参考文献7

  • 1Henri Maitre.合成孔径雷达图像处理[M].孙洪等译.北京:电子工业出版社,2005.
  • 2周晓光,匡纲要,万建伟.多极化SAR图像斑点抑制综述[J].中国图象图形学报,2008,13(3):377-385. 被引量:22
  • 3Alberto Moreira.Improved Multilook Techniques Applied to SAR and ScanSAR Imagery[J].IEEE Trans on Geosciences and Remote Sensing,1991,29(4):529-534.
  • 4Lee J S.Digital image enhancement and noise filtering by use of local statistics[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1980,2(2):165-168.
  • 5Lesilie M,Novak,Michael C Burl.Optical Speckle Reduction in Polarimetric SAR Imagery[J].IEEE Trans.on AES,1990,26(2):293-305.
  • 6皮亦鸣,邹琪,黄顺吉.极化SAR相干斑抑制——极化白化滤波器[J].电子与信息学报,2002,24(5):597-607. 被引量:12
  • 7Lee J S.Speckle reduction in multipolarization mulitifrequency SAR imagery[J].IEEE Transactions on Geoscience And Remote Sensing,1991,29(4):535-544.

二级参考文献50

  • 1贾承丽,匡纲要.SAR图像去斑方法[J].中国图象图形学报(A辑),2005,10(2):135-141. 被引量:24
  • 2N.R. Goodman, Statistics analysis based on a certain multivariate conplex Gaussian distribution (An introduction), Annals of Mathematical Statistics, 1963, 34(3), 152-177.
  • 3L.M. Novak, M. B. Schtin, M. J. Cardullo, Studies of target detection algorithms that use polarimetric radar data, IEEE Trans. on Aerop. Electron. Syst., 1989, AES-26(2), 150-165.
  • 4L.M. Novak, M. C. Burl, Optimal speckle reduction in polarimetric SAR imagery, IEEE Trans.Aerosp. Electron. Syst., 1990, AES-26(2), 293-305.
  • 5Guoqing Liu, Shunji Huang, A. Torre, F. Rubertone, Optimal multi-look polarimetric speckle reduction, in Proc. IGARSS'95 Symp., Florenze, Italy, 1995, 664-666.
  • 6Lee J S, Grunes M R, Boemer W M. Polarimetric property preservation in SAR speckle filtering[ A]. In: Proceedings of SPIE Wideband Interferometric Sensing and Imaging Polarimetry [ C ] , San Diego, California, USA, 1997 : 236 - 242.
  • 7Lopes A, Goze S, Nezry E. Polarimetric speckle filters for SAR data[A]. In: Proceedings of IGARSS'92[C]. Houston, TX, USA, 1992 : 80 - 82.
  • 8Lopes A, Sery F. The LMMSE polarimetric Wishart vector speckle filter for multilook data and the LMMSE spatial vector filter for correlated pixels in SAR images [ A ]. In: Proceedings of IGARSS ' 94 [C]. Pasadena, CA, USA, 1994:2143 -2145.
  • 9Nezry E, Yakam-Simen F. New distribution-entropy maximum a posteriorl speckle filters for detected, complex and polarimetrlc SAR data [ A ]. In: Proceedings of IGARSS' 99 [ C ]. Philipsburg, Netherlands, 1999:1804 -1806.
  • 10White R G. A simulated annealing algorithm for radar cross-section estimation and segmentation [ A ]. In : Proceedings of SPIE Applications of Artificial Neural Networks[ C ]. Orlando, FL, USA , 1994:231 -240.

共引文献33

同被引文献25

引证文献4

二级引证文献33

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