Title :
Generalized polarimetric model-based decompositions using extended incoherent scattering models
Author :
Lee, Jong-Sen ; Ainsworth, Thomas L. ; Wang, Yanting
Author_Institution :
Remote Sensing Div., Naval Res. Lab., Washington, DC, USA
Abstract :
The Freeman and Durden decomposition as original developed is based on three scattering models for volume, surface and double bounce. It is known that the decomposition produces negative scattering powers for a large number of pixels. This implies that the scattering models are inconsistent with the data. In this paper, we investigate the negative power problem and propose two algorithms to mitigate it. To achieve this, alternative scattering models have been adopted, and new families of incoherent scattering models are developed. The effectiveness of these approaches is compared using L-band E-SAR polarimetric data. It will be shown that the negative power problem can be reduced to an insignificant level.
Keywords :
electromagnetic wave scattering; geophysical image processing; radar polarimetry; synthetic aperture radar; L-band E-SAR polarimetry; extended incoherent scattering model; generalized polarimetric model; target decomposition; Image color analysis; Land surface; Mathematical model; Scattering; Sea surface; Shape; Solid modeling; Polarimetric SAR; scattering modeling; target decompositions;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6351269