SAR interferometry: A ''quick and dirty'' coherence estimator for data browsing

被引:63
作者
Guarnieri, AM
Prati, C
机构
[1] Dipartimento di Elettronica, Politecnico di Milano, Milano
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 1997年 / 35卷 / 03期
关键词
D O I
10.1109/36.581984
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
Usual coherence estimation in SAR interferometry is a time consuming task since an accurate estimation of the local frequency of the interferometric fringes is required, This paper presents a fast algorithm for generating coherence maps, mainly intended for data browsing, The proposed estimator is based on the speckle similarity of coherent SAR data, and is thus independent of fringe frequency, The following advantages, with respect to the usual estimates, are achieved: a) The estimator is more than 100 times faster, achieved at the cost of a reduced statistical confidence, b) The estimator is not affected by possible local frequency estimation errors, c) The estimator can be directly applied to single look detected images, The theoretical derivation of the statistical properties of the frequency independent estimator is carried out in the stationary case, The nonstationary case is then analyzed on real ERS SAR images.
引用
收藏
页码:660 / 669
页数:10
相关论文
共 16 条
[1]  
[Anonymous], 1991, RANDOM VARIABLES STO
[2]   THE WAVE-NUMBER SHIFT IN SAR INTERFEROMETRY [J].
GATELLI, F ;
GUARNIERI, AM ;
PARIZZI, F ;
PASQUALI, P ;
PRATI, C ;
ROCCA, F .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1994, 32 (04) :855-865
[3]   STATISTICAL-ANALYSIS BASED ON A CERTAIN MULTIVARIATE COMPLEX GAUSSIAN DISTRIBUTION (AN INTRODUCTION) [J].
GOODMAN, NR .
ANNALS OF MATHEMATICAL STATISTICS, 1963, 34 (01) :152-&
[4]   REPEAT-PASS SAR INTERFEROMETRY OVER FORESTED TERRAIN [J].
HAGBERG, JO ;
ULANDER, LMH ;
ASKNE, J .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1995, 33 (02) :331-340
[5]   PHASE STATISTICS OF INTERFEROGRAMS WITH APPLICATIONS TO SYNTHETIC-APERTURE RADAR [J].
JUST, D ;
BAMLER, R .
APPLIED OPTICS, 1994, 33 (20) :4361-4368
[6]  
Oppenheim AV, 1975, DIGITAL SIGNAL PROCE
[7]  
PRATI C, 1992, INTERNATIONAL SPACE YEAR : SPACE REMOTE SENSING, VOLS 1 AND 2, P1576
[8]   LIMITS TO THE RESOLUTION OF ELEVATION MAPS FROM STEREO SAR IMAGES [J].
PRATI, C ;
ROCCA, F .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1990, 11 (12) :2215-2235
[9]   CHANGE DETECTION TECHNIQUES FOR ERS-1 SAR DATA [J].
RIGNOT, EJM ;
VANZYL, JJ .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1993, 31 (04) :896-906
[10]  
ROCCA F, 1994, 3743992HGE1 EUR SPAC