DocumentCode :
4680
Title :
Improved Pencil Back-Projection Method with Image Segmentation for Far-Field/Near-Field SAR Imaging and RCS Extraction
Author :
Tulgar, Okyanus ; Ergin, A. Arif
Author_Institution :
Dept. of Electron. Eng., Gebze Tech. Univ., Gebze, Turkey
Volume :
63
Issue :
6
fYear :
2015
fDate :
Jun-15
Firstpage :
2572
Lastpage :
2584
Abstract :
In order to alleviate the far-field requirement from RCS measurements, a two-step procedure of first obtaining the SAR image of the object followed by an RCS extraction has been recently introduced. In this manuscript, a spotlight mode SAR-imaging algorithm that improves far-field and near-field tomographic reconstruction resolution (and RCS extraction accuracy) is presented. This algorithm comprises the following steps: 1) the range profiles are obtained with super resolution by utilizing the band-pass matrix pencil method. 2) Back-projection, which does not require polar-to-Cartesian interpolation in the spectral domain, is used for the far-field or near-field image reconstruction. 3) Background of the reconstructed image is removed with the Otsu´s thresholding. 4) Complex amplitudes and locations of the scattering centers are selected from the thresholded image with an amplitude extraction procedure. Finally, obtained scattering centers are used for RCS extraction. The simulation and measurement results show that the unfavorable effects of the point spread function are reduced with the developed algorithm, and hence, the quality of the SAR image is increased, and the accuracy of the extracted RCS is improved.
Keywords :
electromagnetic wave scattering; image reconstruction; image segmentation; radar cross-sections; radar imaging; synthetic aperture radar; RCS extraction; RCS measurements; SAR image; SAR-imaging algorithm; band-pass matrix pencil method; far-field or near-field image reconstruction; far-field tomographic reconstruction resolution; far-field-near-field SAR imaging; near-field image reconstruction; near-field tomographic reconstruction resolution; pencil back-projection method; Accuracy; Feature extraction; Image reconstruction; Image resolution; Image segmentation; Scattering; Synthetic aperture radar; Back projection (BP); Otsu thresholding; band-pass matrix pencil method (BPMPM); near-field; radar cross section (RCS); synthetic aperture radar (SAR);
fLanguage :
English
Journal_Title :
Antennas and Propagation, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-926X
Type :
jour
DOI :
10.1109/TAP.2015.2416757
Filename :
7070719
Link To Document :
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