Title :
The effects of acquisition geometry on SAR images of natural scenes
Author :
Martino, Gerardo Di ; Iodice, Antonio ; Riccio, Daniele ; Ruello, Giuseppe ; Zinno, Ivana
Author_Institution :
Dipt. di Ing. Biomedica, Elettron. e delle Telecomun., Univ. di Napoli "Federico II", Naples, Italy
fDate :
Sept. 30 2009-Oct. 2 2009
Abstract :
In this paper we present novel results regarding the modeling of the SAR imaging process of natural scenes. The proposed model represents the extension to the two-dimensional case of the model previously proposed by some of the authors for the case of a one-dimensional fractal profile. Assuming a fractional Brownian model (fBm) for the observed surface and under a small slope hypothesis, we evaluate here, in closed form, the power density spectrum of the corresponding radar image. The proposed model effectively accounts for the effect of finite sensor resolution and for the peculiarity of SAR acquisition geometry. A numerical setup is implemented, based on sound physical models, allowing, on one hand, the validation of the small slope model and, furthermore, the empirical study of the general slope case.
Keywords :
Brownian motion; fractals; geometry; natural scenes; radar imaging; radar resolution; sensors; synthetic aperture radar; SAR acquisition geometry; SAR imaging process; finite sensor resolution; fractional Brownian model; natural scene; power density spectrum; slope hypothesis; Data mining; Fractals; Geometry; Image resolution; Layout; Radar imaging; Radar polarimetry; Solid modeling; Stochastic processes; Synthetic aperture radar;
Conference_Titel :
Radar Conference, 2009. EuRAD 2009. European
Conference_Location :
Rome
Print_ISBN :
978-1-4244-4747-3