Title :
Relating polarimetric SAR image texture to the scattering entropy
Author_Institution :
Inst. of Space & Astronaut. Sci., Japan Aerosp. Exploration Agency, Kanagawa, Japan
Abstract :
In our previous paper, an extension of the polarimetric product model to explain polarimetric variation of texture in high-resolution synthetic aperture radar (SAR) images has been proposed. The extended model suggests that existence of multiple scattering mechanisms provides the polarimetric texture diversity. In this paper, the polarimetric target decomposition theorem is utilized to validate the model. The entropy derived from the target decomposition is a useful sign of scattering randomness. The results of data analyses reveal that there is significant correlation between the variation of the K-distribution´s order parameters and the entropy value.
Keywords :
geophysical techniques; image texture; radar imaging; radar polarimetry; synthetic aperture radar; K-distribution order parameters; data analyses; entropy value; multiple scattering mechanisms; polarimetric SAR image texture; polarimetric product model; polarimetric target decomposition theorem; polarimetric texture diversity; polarimetric variation; scattering entropy; scattering randomness; synthetic aperture radar; Entropy; Fluctuations; Image texture; Layout; Polarization; Radar scattering; Scattering parameters; Spatial resolution; Speckle; Synthetic aperture radar;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Print_ISBN :
0-7803-8742-2
DOI :
10.1109/IGARSS.2004.1369795