DocumentCode
1899191
Title
Quality assessment of despeckled SAR images
Author
Dellepiane, Silvana G. ; Angiati, Elena
Author_Institution
Dept. of Biophys. & Electron. Eng. (DIBE), Univ. of Genoa, Genova, Italy
fYear
2011
fDate
24-29 July 2011
Firstpage
3803
Lastpage
3806
Abstract
An innovative approach is here proposed for the quality assessment of despeckled SAR images. Both statistic and frequency analysis have been developed. Different statistic indexes, presented in literature and based on mean and standard deviation values, have been considered and new indexes are then proposed, able to gain a quantitative evidence of the visual comparison. The novel frequency analysis here presented allows to measure quantitatively mean preservation and isotropic behaviour of filters and overcomes the problems of the deterministic and statistical approaches. Different non-linear adaptive filters have been tested on various Cosmo/Skymed images acquired in different configuration modes.
Keywords
adaptive filters; nonlinear filters; radar imaging; statistical analysis; synthetic aperture radar; Cosmo/Skymed images; despeckled SAR images; deterministic approach; frequency analysis; isotropic behaviour; nonlinear adaptive filters; quality assessment; standard deviation values; statistic indexes; statistical approach; Adaptive filters; Digital filters; Indexes; Maximum likelihood detection; Nonlinear filters; Speckle; Statistical analysis; SAR; de-speckling; frequency domain; quality assessment; statistic;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location
Vancouver, BC
ISSN
2153-6996
Print_ISBN
978-1-4577-1003-2
Type
conf
DOI
10.1109/IGARSS.2011.6050059
Filename
6050059
Link To Document