Title :
Polarimetric Interferometric Eigenvalue Similarity Parameter and Its Application in Target Detection
Author :
Zhang, Lamei ; Zou, Bin ; Wenyan, Tang
Author_Institution :
Dept. of Inf. Eng., Harbin Inst. of Technol., Harbin, China
fDate :
7/1/2011 12:00:00 AM
Abstract :
Polarimetric synthetic aperture radar (SAR) interferometry (PolInSAR) combines SAR polarimetry and SAR interferometry and is much more sensitive to the distribution of orientated scatterers compared with polarimetric or interferometric data alone. The polarimetric similarity parameter is an efficient parameter to analyze target characteristics using the similarity between a target and the canonical target. In this letter, the polarimetric interferometric eigenvalue similarity parameter (PIESP) is proposed based on the similarity between two polarimetric SAR images obtained by two interferometric antennas. The PIESP is defined by the eigenvalues of two polarimetric coherence matrices in the PolInSAR system, and the eigenvalues of polarimetric coherence matrix are independent on the target orientation angle; therefore, the PIESP is rotation invariant. PolInSAR systems use two antennas to measure the same ground area with slightly different image geometry. Thus, the PIESP can be used to distinguish the target based on coherence and similarity. Then, the target detection method using the PIESP is implemented with the DLR experimental SAR L-band full polarized image of the Oberpfaffenhofen test site of Germany obtained on September 30, 2000. The results confirmed that the proposed model is accurate and effective for the detection and the analysis of buildings in urban areas.
Keywords :
eigenvalues and eigenfunctions; object detection; radar antennas; radar detection; radar imaging; radar interferometry; radar polarimetry; synthetic aperture radar; Germany; Oberpfaffenhofen test site; PolInSAR system; SAR L-band full polarized imaging; SAR interferometry; SAR polarimetry; image geometry; interferometric antennas; polarimetric coherence matrices; polarimetric interferometric eigenvalue similarity parameter; synthetic aperture radar; target detection; urban areas; Buildings; Coherence; Covariance matrix; Eigenvalues and eigenfunctions; Matrix decomposition; Object detection; Polarimetric interferometric eigenvalue similarity parameter (PIESP); Polarimetric synthetic aperture radar (SAR) interferometry (PolInSAR); target detection;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2011.2116765