Single point and spatial statistics of polarimetric SAR imagery

被引:6
作者
Blacknell, D
Blake, AP
机构
[1] Defence Research Agency, Great Malvern, Worcestershire, WR14 3PS, St. Andrews Road
关键词
D O I
10.1080/014311697218971
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
A prerequisite for the design of any target detection scheme is an understanding of the surrounding clutter environment. This paper aims firstly to investigate the extent to which Gaussian and K distribution models can be used to represent genuine polarimetric SAR clutter and secondly to investigate the spatial statistics of such clutter. To this end data analysis has been performed on imagery obtained using a C-band airborne polarimetric SAR system operated by the Defence Research Agency (DRA) of the U.K. In particular, the behaviour of the single point and spatial statistics between polarimetric channels has been investigated. Both an uncorrelated Gaussian model and a correlated K distribution model have been found to be required to fit the different clutter types encountered. However no inter-channel variation in single point or spatial statistics has been detected.
引用
收藏
页码:629 / 649
页数:21
相关论文
共 8 条
[1]   COMPARISON OF PARAMETER ESTIMATORS FOR K-DISTRIBUTION [J].
BLACKNELL, D .
IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 1994, 141 (01) :45-52
[2]  
BLAKE AP, 1995, P 3 INT WORKSH RAD P, P609
[3]   ESTIMATING THE CORRELATION-PROPERTIES OF K-DISTRIBUTED SAR CLUTTER [J].
LOMBARDO, P ;
OLIVER, CJ .
IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 1995, 142 (04) :167-178
[4]   EFFECT OF NOISE ON ORDER-PARAMETER ESTIMATION FOR K-DISTRIBUTED CLUTTER [J].
LOMBARDO, P ;
OLIVER, CJ ;
TOUGH, RJA .
IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 1995, 142 (01) :33-40
[5]   SYMMETRY PROPERTIES IN POLARIMETRIC REMOTE-SENSING [J].
NGHIEM, SV ;
YUEH, SH ;
KWOK, R ;
LI, FK .
RADIO SCIENCE, 1992, 27 (05) :693-711
[6]   THE INTERPRETATION AND SIMULATION OF CLUTTER TEXTURES IN COHERENT IMAGES [J].
OLIVER, CJ .
INVERSE PROBLEMS, 1986, 2 (04) :481-518
[7]   CORRELATED K-DISTRIBUTED CLUTTER MODELS [J].
OLIVER, CJ .
OPTICA ACTA, 1985, 32 (12) :1515-1547
[8]   A STATISTICAL DESCRIPTION OF POLARIMETRIC AND INTERFEROMETRIC SYNTHETIC-APERTURE RADAR DATA [J].
TOUGH, RJA ;
BLACKNELL, D ;
QUEGAN, S .
PROCEEDINGS OF THE ROYAL SOCIETY-MATHEMATICAL AND PHYSICAL SCIENCES, 1995, 449 (1937) :567-589