DocumentCode :
576601
Title :
Stricken man-made object detection using scattering power decomposition with NNED and rotation of the covariance matrix
Author :
Sato, Ryoichi ; Takahashi, Yuta ; Yamaguchi, Yoshio ; Yamada, Hiroyoshi
Author_Institution :
Fac. of Educ., Niigata Univ., Niigata, Japan
fYear :
2012
fDate :
22-27 July 2012
Firstpage :
5121
Lastpage :
5124
Abstract :
This paper proposes a simple man-made object detection method by utilizing the nonnegative eigenvalue decomposition (NNED) [1] and a unitary rotation [2] to the covariance matrix. It is observed from the result of the PolSAR image analysis using the proposed method that the double-bounce scattering contribution Pd becomes stronger than that by the conventional scattering power decomposition even when the stricken residential houses are built on rough and slope ground surface. Furthermore, in order to analytically verify the improved effect for the stricken man-made object detection, the Finite-Difference Time-Domain (FDTD) polarimetric scattering analysis is also carried out for a simplified man-made objects model, which consists of quad dielectric rectangular parallelepipeds on finite circular plate with rough surface. The rectangular parallelepipeds are considered as a simplified man-made buildings model. It is cleared from the FDTD result that the enhancement of Pd can be realized by doing the C22 rotation, in addition to the NNED procedure.
Keywords :
geophysical techniques; remote sensing by radar; synthetic aperture radar; Finite-Difference Time-Domain polarimetric scattering analysis; PolSAR image analysis; conventional scattering power decomposition; covariance matrix rotation; double-bounce scattering contribution; finite circular plate; nonnegative eigenvalue decomposition; quad dielectric rectangular parallelepipeds; rough ground surface; scattering power decomposition; simple man-made object detection method; simplified man-made buildings model; simplified man-made objects model; slope ground surface; stricken man-made object detection; Covariance matrix; Finite difference methods; Image analysis; Matrix decomposition; Scattering; Solid modeling; Time domain analysis; nonnegative eigenvalue decomposition (NNED); polarimetric synthetic aperture radar (PolSAR); radar polarimetry; rotation of covariance matrix; stricken man-made object detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
ISSN :
2153-6996
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
Type :
conf
DOI :
10.1109/IGARSS.2012.6352458
Filename :
6352458
Link To Document :
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