Modeling and reduction of SAR interferometric phase noise in the wavelet domain

被引:122
作者
López-Martínez, C [1 ]
Fàbregas, X
机构
[1] DLR, German Aerosp Ctr, D-82234 Wessling, Germany
[2] Technol Univ Catalonia, UPC, E-08034 Barcelona, Spain
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2002年 / 40卷 / 12期
关键词
phase noise modeling; phase noise reduction; SAR interferometry; wavelet transform;
D O I
10.1109/TGRS.2002.806997
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
This paper addresses the problem of interferometric phase noise reduction in synthetic aperture radar interferometry. A new phase noise model in the complex domain is introduced and validated by using both simulated and real interferograms. This noise model is also derived in the complex wavelet domain, where a novel noise reduction algorithm, which is not based on a windowing process and without the necessity of phase unwrapping, is addressed. The use of the wavelet transform allows to maintain the spatial resolution in the filtered phase image and prevents to filter low coherence areas. By using both, simulated as well as real interferometric phase images, the performance of this algorithm, in terms of noise reduction, spatial resolution maintenance, and computational efficiency, is reported and compared with other conventional filtering approaches.
引用
收藏
页码:2553 / 2566
页数:14
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