A model for extremely heterogeneous clutter

被引:405
作者
Frery, AC
Muller, HJ
Yanasse, CDF
SantAnna, SJS
机构
[1] DEUTSCH FORSCH ANSTALT LUFT & RAUMFAHRT,INST HOCHENERGIEPHYS,D-82230 WESSELING,GERMANY
[2] INST NACL PESQUISAS ESPACIAIS,DIV PROC IMAGENS,BR-12227 S JOSE CAMPOS,SP,BRAZIL
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 1997年 / 35卷 / 03期
基金
巴西圣保罗研究基金会;
关键词
D O I
10.1109/36.581981
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
A new class of distributions, G distributions, arising from the multiplicative model is presented in this paper, along with their main properties and relations. Their densities are derived for complex and multilook intensity and amplitude data. Classical distributions, such as K, are particular cases of this new class, A special case of this class called here G(0), that has as many parameters as K distributions, is shown able to model extremely heterogeneous clutter, such as that of urban areas, that cannot be properly modeled with K distributions. One of the parameters of this special case is related to the degree of homogeneity, and a limiting case is that of a scaled speckle, The advantage of the G(0) distribution becomes evident through the analysis of a variety of areas (urban, primary forest and deforested) from two sensors.
引用
收藏
页码:648 / 659
页数:12
相关论文
共 19 条
[1]  
[Anonymous], 1980, Gos. Izd-vo Fiz.-Mat. Literatury
[2]  
Barndorff-Nielsen O., 1981, Statistical distributions in scientific work, P19
[3]  
CAVES RG, 1993, THESIS U SHEFFIELD S
[4]  
FRERY AC, 1995, QUANTITATIVE REMOTE, V1, P169
[5]  
FRERY AC, 1995, S LAT ESP PERC REM S, P502
[6]  
GOODMAN JW, 1984, LASER SPECKLE RELATE, pCH2
[7]  
HRON R, 1994, P 1 INT AIRB REM SEN
[8]   MODEL FOR NON-RAYLEIGH SEA ECHO [J].
JAKEMAN, E ;
PUSEY, PN .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1976, 24 (06) :806-814
[9]  
JAO JK, 1984, IEEE T ANTENN PROPAG, V32, P1049
[10]  
Jorgensen B, 1982, LECT NOTES STAT, P9