Title :
On the use of complex SAR image spectral analysis for target detection: assessment of polarimetry
Author :
Souyris, Jean-Claude ; Henry, Caroline ; Adragna, Frédéric
Author_Institution :
Dept. Syst. Radar, Centre Nat. d´´Etudes Spatiales, Toulouse, France
Abstract :
The objective of this paper is to assess the joint use of the magnitude and the phase of a synthetic aperture radar (SAR) polarimetric image for point target detection and analysis. We first consider a single-look complex (SLC), single polarized radar image including point targets embedded in clutter. A series of sublooks are generated from this SLC image, both in azimuth and in range in order to analyze the inherent speckle effects. The two-looks internal Hermitian product (2L-IHP) is defined and is further shown to qualitatively increase the target/environment contrast. The processing of azimuth and range spectra preliminary to the 2L-IHP derivation (spectral whitening, generation and overlapping of sublooks) is described. A simulation tool is developed to model a point target behavior. Then, the polarimetric extension of the 2L-IHP is proposed, and the optimized polarimetric 2L-IHP is defined. The gain is twofold: in comparison with single polarization, polarimetry is shown to enhance detection capabilities, but also to provide additional information for target analysis.
Keywords :
radar detection; radar imaging; radar polarimetry; remote sensing by radar; spectral analysis; synthetic aperture radar; 2L-HIP derivation; azimuth; clutter; complex SAR image spectral analysis; magnitude; phase; point target detection; polarimetry; range spectra; synthetic aperture radar polarimetric image; target detection; two-looks internal Hermitian product; Azimuth; Image analysis; Object detection; Polarization; Radar clutter; Radar imaging; Radar polarimetry; Speckle; Spectral analysis; Synthetic aperture radar;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2003.817809