DocumentCode :
3530408
Title :
Hyperimage concept: Multidimensional Time-Frequency Analysis applied to SAR imaging
Author :
Duquenoy, M. ; Ovarlez, J.P. ; Ferro-Famil, L. ; Pottier, E.
Author_Institution :
French Aerosp. Lab., ONERA, Palaiseau, France
Volume :
4
fYear :
2009
fDate :
12-17 July 2009
Abstract :
This paper deals with the analysis of non-stationary scatterers in SAR images. Indeed, SAR imaging makes the assumptions that the scatterers are isotropic and white in the emitted frequency band. However, new SAR applications use a large bandwidth and a strong angular excursion. These assumptions become obsolete and the behavior of scatterers becomes non-stationary. The basic tool to study non-stationary signals is the time-frequency analysis. Recent studies based on multidimensional Time-Frequency Analysis describing the angular and frequency behavior of scatterers has highlighted anisotropic and dispersive behavior of bright points. This paper generalizes the hyperimage concept to study scatterers. Multidimensional Time-Frequency distributions are tested on simulations, then they are applied to very high resolution SAR images and show some scatterers are anisotropic and dispersive.
Keywords :
geophysical image processing; geophysical techniques; multidimensional signal processing; radar imaging; synthetic aperture radar; time-frequency analysis; SAR imaging; anisotropic behavior; bright points; dispersive behavior; hyperimage concept; multidimensional time-frequency analysis; nonstationary scatterers; nonstationary signals; scatterer behavior; Anisotropic magnetoresistance; Bandwidth; Dispersion; Image analysis; Image resolution; Multidimensional systems; Radar polarimetry; Scattering; Testing; Time frequency analysis; Radar Imaging; Target Classification; Wavelet Transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
Type :
conf
DOI :
10.1109/IGARSS.2009.5417401
Filename :
5417401
Link To Document :
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