The multilook polarimetric whitening filter (MPWF) for intensity speckle reduction in polarimetric SAR images

被引:47
作者
Liu, GQ [1 ]
Huang, SJ
Torre, A
Rubertone, F
机构
[1] Univ Elect Sci & Technol China, Dept Elect Engn, Radiol Imaging Lab, Chengdu 610054, Sichuan, Peoples R China
[2] Alenia Spazio, I-00131 Rome, Italy
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 1998年 / 36卷 / 03期
关键词
maximum likelihood (ML) estimation; multilook processing; polarimetric synthetic aperture radar (SAR); speckle reduction; texture;
D O I
10.1109/36.673694
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
The polarimetric whitening filter (PWF) proposed hy Novak et al. is extended to the multilook case to form a multilook PWF (MPWF) for intensity speckle reduction in multilook polarimetric synthetic aperture radar (SAR) images. The MPWF optimally processes the multilook covariance matrix to generate a minimum-speckle intensity image. The amount of speckle reduction achievable by using the MPWF is quantified. We also show that the MPWF is equivalent to a maximum likelihood (ML) filter. Experimental results with the NASA/Jet Propulsion Laboratory (JPL) airborne L-band, four-look polarimetric SAR data demonstrate the effectiveness of the MPWF.
引用
收藏
页码:1016 / 1020
页数:5
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