Title :
Asymmetric decomposition method based on orientation-angle-compensated coherency matrix
Author :
Zou, Bin ; Cao, Ning ; Wang, Xiao
Author_Institution :
Dept. of Inf. Eng., Harbin Inst. of Technol., Harbin, China
Abstract :
An asymmetric decomposition method is proposed in this paper, which describes surface, double-bounce, volume, and asymmetric scattering terms. The proposed method is based on the orientation-angle-compensated coherency matrix and is used to deal with non-reflection symmetric scattering cases. The proposed decomposition method applies the correlation coefficient between like- and cross-polarized channels to solve the unknown parameters and discriminate the urban areas and the natural distributed areas. It has been found that the asymmetric scattering is predominant in urban areas and disappears in natural distributed areas. The results of the experiment confirmed that the proposed decomposition method can be used effectively to distinguish different types of terrains.
Keywords :
geophysical image processing; image classification; terrain mapping; asymmetric decomposition method; asymmetric scattering terms; correlation coefficient; cross-polarized channel; like-polarized channel; natural distributed areas; orientation-angle-compensated coherency matrix; Buildings; Matrix decomposition; Reflection; Scattering; Solid modeling; Urban areas; OA compensation; PolSAR; incoherent polarimetric decomposition;
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.2012.6352264