Title :
Single-look PolSAR statistical analysis using fractional moments of polarimetric whitening filter
Author :
Khan, Sharifullah ; Guida, Raffaella
Author_Institution :
Surrey Space Centre, Univ. of Surrey, Guildford, UK
Abstract :
This paper proposes a new method of estimating the shape parameters of polarimetric singlelook complex compound distributions which model synthetic aperture radar data. The estimators derived from this method utilize fractional moments of polarimetric whitening filter, and can be derived for all commonly occurring distributions. They also exhibit low variance properties.
Keywords :
filtering theory; parameter estimation; radar polarimetry; statistical analysis; synthetic aperture radar; fractional moment; polarimetric singlelook complex compound distribution; polarimetric whitening filter; shape parameter estimation; single-look POLSAR statistical analysis; synthetic aperture radar data; Compounds; Data models; Parameter estimation; Remote sensing; Shape; Speckle; Synthetic aperture radar; Fractional moments; polarimetric SAR; polarimetric whitening filter; texture parameter estimation;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6723504