A MODEL FOR EXTREMELY HETEROGENEOUS CLUTTER

Citation
Ac. Frery et al., A MODEL FOR EXTREMELY HETEROGENEOUS CLUTTER, IEEE transactions on geoscience and remote sensing, 35(3), 1997, pp. 648-659
Citations number
19
Categorie Soggetti
Engineering, Eletrical & Electronic","Geochemitry & Geophysics","Remote Sensing
ISSN journal
01962892
Volume
35
Issue
3
Year of publication
1997
Pages
648 - 659
Database
ISI
SICI code
0196-2892(1997)35:3<648:AMFEHC>2.0.ZU;2-1
Abstract
A new class of distributions, G distributions, arising from the multip licative model is presented in this paper, along with their main prope rties and relations. Their densities are derived for complex and multi look 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 s hown able to model extremely heterogeneous clutter, such as that of ur ban areas, that cannot be properly modeled with K distributions. One o f the parameters of this special case is related to the degree of homo geneity, and a limiting case is that of a scaled speckle, The advantag e of the G(0) distribution becomes evident through the analysis of a v ariety of areas (urban, primary forest and deforested) from two sensor s.