DocumentCode :
576141
Title :
The new dual-texture G distribution for single-look PolSAR data
Author :
Khan, Salman ; Guida, Raffaella
Author_Institution :
Surrey Space Centre, Univ. of Surrey, Guildford, UK
fYear :
2012
fDate :
22-27 July 2012
Firstpage :
1469
Lastpage :
1472
Abstract :
A new form of G distribution, called the dual-texture G distribution, is proposed for Single-Look Complex (SLC) PolSAR data. Unlike the scalar texture productmodel, the dual texture G distribution is derived considering different texture variables for co-pol and cross-pol (x-pol) channels. The co-pol and x-pol texture variables are modelled by the Generalized Inverse Gaussian (GIG) distribution, separately. The result is a more flexible multivariate distribution. Also Mellin Kind Statistics (MKS) are utilized to analyze GIG textures, observe evidence of dual texture and to estimate shape parameters.
Keywords :
Gaussian distribution; image texture; radar imaging; radar polarimetry; synthetic aperture radar; GIG texture; MKS; Mellin kind statistics; co-pol channel; crosspol channel; flexible multivariate distribution; generalized inverse Gaussian distribution; scalar texture product model; shape parameter estimation; single look complex PolSAR; texture G distribution; x-pol texture variable; Data models; Parameter estimation; Radar polarimetry; Shape; Speckle; Synthetic aperture radar; data models; polarimetric synthetic aperture radar; radar polarimetry;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
ISSN :
2153-6996
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
Type :
conf
DOI :
10.1109/IGARSS.2012.6351257
Filename :
6351257
Link To Document :
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