Title :
Four-Component Decomposition of Polarimetric SAR Images With Deorientation
Author :
An, Wentao ; Xie, Chunhua ; Yuan, Xinzhe ; Cui, Yi ; Yang, Jian
Author_Institution :
Nat. Satellite Ocean Applic. Service, Beijing, China
Abstract :
A modified Yamaguchi decomposition with deorientation is proposed for analyzing multilook polarimetric synthetic aperture radar (PolSAR) data. Deorientation is first applied to a coherence matrix; then, the coherence matrix is decomposed into four components by the Yamaguchi decomposition. A special kind of target is found for which the original Yamaguchi decomposition output is not appropriate. This problem is solved by applying deorientation prior to the Yamaguchi decomposition. Moreover, the deorientation procedure enhances double-bounce scattering from urban areas in the decomposition output. Comparisons of the Yamaguchi decompositions with and without deorientation are shown for PolSAR data from both airborne and spaceborne systems.
Keywords :
airborne radar; matrix decomposition; radar imaging; radar polarimetry; spaceborne radar; synthetic aperture radar; PolSAR; airborne system; coherence matrix deorientation; four component decomposition; modified Yamaguchi decomposition; multilook polarimetric synthetic aperture radar; polarimetric SAR image; spaceborne system; Coherence; Matrix decomposition; Pixel; Remote sensing; Solid modeling; Urban areas; Deorientation; incoherent polarimetric decomposition; radar polarimetry; synthetic aperture radar (SAR);
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2011.2157078