Speckle filtering and coherence estimation of polarimetric SAR interferometry data for forest applications

被引:93
|
作者
Lee, JS [1 ]
Cloude, SR
Papathanassiou, KP
Grunes, MR
Woodhouse, IH
机构
[1] USN, Res Lab, Remote Sensing Div, Washington, DC 20375 USA
[2] AEL Consultants, Cupar KY15 5AA, Fife, Scotland
[3] DLR, German Aerosp Ctr, D-82230 Wessling, Germany
[4] Univ Edinburgh, Edinburgh EH8 9YL, Midlothian, Scotland
来源
关键词
coherence estimation; forest parameter inversion; polarimetric interferometry; synthetic aperture radar (SAR) speckle filtering;
D O I
10.1109/TGRS.2003.817196
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Recently, polarimetric synthetic aperture radar (SAR) interferometry has generated much interest for forest applications. Forest heights and ground topography can be extracted based on interferometric coherence using a random volume over ground coherent mixture model. The coherence estimation is of paramount importance for the accuracy of forest height estimation. The coherence (or correlation coefficient) is a statistical average of neighboring pixels of similar scattering characteristics. The commonly used algorithm is the boxcar filter, which has the deficiency of indiscriminate averaging of neighboring pixels. The result is that coherence values are lower than they should be. In this paper, we propose a new algorithm to improve the accuracy in the coherence estimation based on speckle filtering of the 6 x 6 polarimetric interferometry matrix. Simulated images are used to verify the effectiveness of this adaptive algorithm. German Aerospace Center (DLR) L-Band E-SAR data are applied to demonstrate the improved accuracy in coherence and. in forest height estimation.
引用
收藏
页码:2254 / 2263
页数:10
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