DocumentCode :
142819
Title :
A stochastic model for very high resolution SAR amplitude images of urban areas
Author :
Di Martino, Gerardo ; Iodice, Antonio ; Riccio, Daniele ; Ruello, Giuseppe
Author_Institution :
Univ. di Napoli Federico II, Naples, Italy
fYear :
2014
fDate :
13-18 July 2014
Firstpage :
942
Lastpage :
945
Abstract :
For the new generation of spaceborne SAR sensors a resolution even better than one meter in the spotlight acquisition mode can be obtained. However, due to the involved electromagnetic mechanisms dictating SAR image formation, direct interpretation of very high-resolution (VHR) SAR images is not straightforward. In this paper, we propose the use of the power spectral density (PSD) for the analysis and interpretation of VHR SAR images of urban areas. In particular, we introduce a theoretical model of the PSD of such images, and then we test the validity of the developed model on one COSMO/SkyMed spotlight SAR image of the area of Naples, Italy. Finally, we show how the parameters of the obtained PSD can be related to meaningful physical observables of the imaged urban scene.
Keywords :
feature extraction; geophysical image processing; geophysical techniques; remote sensing by radar; synthetic aperture radar; COSMO-SkyMed spotlight SAR image; Italy; Naples; SAR amplitude images; SAR image formation; VHR SAR images; electromagnetic mechanisms; imaged urban scene; power spectral density; spaceborne SAR sensors; spotlight acquisition mode; stochastic model; urban areas; Business; Floors; Image resolution; Shape; Synthetic aperture radar; Urban areas; SAR; spectral estimation; urban areas;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
Type :
conf
DOI :
10.1109/IGARSS.2014.6946581
Filename :
6946581
Link To Document :
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