DocumentCode :
1872345
Title :
Building parameters extraction from PolInSAR image using hybrid method
Author :
Cai, Hongjun ; He, Peng ; Zou, Bin ; Lin, Maoliu
Author_Institution :
Dept. of Inf. Eng., Harbin Inst. of Technol., Harbin, China
fYear :
2011
fDate :
24-29 July 2011
Firstpage :
382
Lastpage :
385
Abstract :
PolInSAR is more advantageous than either polarimetric or interferometric SAR alone in extracting information of vertical object structure. Building parameters could be extracted from PolInSAR data based on scattering model by using nonlinear inversion algorithms. However, inversion results are subject to initialization parameters. To overcome this problem, ESPRIT could be introduced combined with scattering model. In this paper, a method based on polarimetric target decomposition and polarimetric correlation coefficient is used to detect building areas and then building parameters are estimated using a hybrid scattering model and ESPRIT algorithm. Experimental results indicate that building parameters could be effectively extracted by the proposed method.
Keywords :
electromagnetic wave scattering; radar imaging; radar interferometry; radar polarimetry; synthetic aperture radar; ESPRIT; PolInSAR image; hybrid method; parameters extraction; polarimetric correlation coefficient; polarimetric target decomposition; scattering model; vertical object structure; Backscatter; Buildings; Coherence; Correlation; Data mining; Image resolution; ESPRIT; Parameters extraction; PolInSAR; Scattering model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
ISSN :
2153-6996
Print_ISBN :
978-1-4577-1003-2
Type :
conf
DOI :
10.1109/IGARSS.2011.6048979
Filename :
6048979
Link To Document :
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