Directionally Adaptive Filter for Synthetic Aperture Radar Interferometric Phase Images

被引:27
作者
Fu, Sihua [1 ]
Long, Xuejun [1 ]
Yang, Xia [1 ]
Yu, Qifeng [1 ]
机构
[1] Natl Univ Def Technol, Coll Optoelect Sci & Engn, Changsha 410073, Hunan, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2013年 / 51卷 / 01期
基金
中国国家自然科学基金;
关键词
Fringe density; fringe direction; interferometry; phase filtering; synthetic aperture radar (SAR); FRINGE-ORIENTATION; STATISTICS;
D O I
10.1109/TGRS.2012.2202911
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 obvious directionality inherent in interferometric synthetic aperture radar interferograms allows noise to be filtered very effectively along the fringe direction, leaving the fringe phase undamaged. This paper proposes a highly reliable method for the simultaneous estimation of the direction and density of interferograms, on the basis of which a directionally adaptive filter (DAF) is further proposed. Compared with existing filters, the DAF has a filter window whose direction is able to vary continuously with the fringe direction. The window length and width can be varied adaptively with the fringe density: a large window achieves better filtering results when the fringes are sparse, whereas a small window is better able to preserve the phase detail when they are dense. The processing results of both simulated and real data demonstrate that the DAF effectively eliminates noise and preserves detailed fringe information because its filter window performs adaptively in terms of both direction and size.
引用
收藏
页码:552 / 559
页数:8
相关论文
共 20 条
[1]   Synthetic aperture radar interferometry [J].
Bamler, R ;
Hartl, P .
INVERSE PROBLEMS, 1998, 14 (04) :R1-R54
[2]   Interferometric SAR Phase Filtering in the Wavelet Domain Using Simultaneous Detection and Estimation [J].
Bian, Yong ;
Mercer, Bryan .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2011, 49 (04) :1396-1416
[3]   Radar interferogram filtering for geophysical applications [J].
Goldstein, RM ;
Werner, CL .
GEOPHYSICAL RESEARCH LETTERS, 1998, 25 (21) :4035-4038
[4]  
Gonzalez F. R., 2009, P IGARSS, V5, P17
[5]   Evaluation of interpolation kernels for SAR interferometry [J].
Hanssen, R ;
Bamler, R .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1999, 37 (01) :318-321
[6]   PHASE STATISTICS OF INTERFEROGRAMS WITH APPLICATIONS TO SYNTHETIC-APERTURE RADAR [J].
JUST, D ;
BAMLER, R .
APPLIED OPTICS, 1994, 33 (20) :4361-4368
[7]   Generation of digital elevation models by using SIR-C/X-SAR multifrequency two-pass interferometry: The Etna case study [J].
Lanari, R ;
Fornaro, G ;
Riccio, D ;
Migliaccio, M ;
Papathanassiou, KP ;
Moreira, JR ;
Schwabisch, M ;
Dutra, L ;
Puglisi, G ;
Franceschetti, G ;
Coltelli, M .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1996, 34 (05) :1097-1114
[8]   A new technique for noise filtering of SAR interferometric phase images [J].
Lee, JS ;
Papathanassiou, KP ;
Ainsworth, TL ;
Grunes, MR ;
Reigber, A .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (05) :1456-1465
[9]   INTENSITY AND PHASE STATISTICS OF MULTILOOK POLARIMETRIC AND INTERFEROMETRIC SAR IMAGERY [J].
LEE, JS ;
HOPPEL, KW ;
MANGO, SA ;
MILLER, AR .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1994, 32 (05) :1017-1028
[10]   An Estimation Method for InSAR Interferometric Phase Based on MMSE Criterion [J].
Li, Hai ;
Liao, Guisheng .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2010, 48 (03) :1457-1469