Automated change analysis of multi-temporal SAR images is a challenging task due to the inherent noisiness of SAR imagery and the variability of the backscattering coefficient to the acquisition angle. Several methods have been proposed in the literature to improve the change detection performances with respect to the classical method based on the Log-Ratio operator. In this paper a pixel change feature is proposed and tested on true Cosmo-SkyMed detected images for damage assessment applications. The method does not require any despeckling pre-processing and is robust both to the acquisition noise and to possible variation of the acquisition angle in the two observations.

Aiazzi, B., Alparone, L., Baronti, S., Garzelli, A., Zoppetti, C. (2011). A robust change detection feature for Cosmo-SkyMed detected SAR images. In Proc. IEEE Multi-Temp 2011 (pp.125-128). IEEE [10.1109/Multi-Temp.2011.6005064].

A robust change detection feature for Cosmo-SkyMed detected SAR images

GARZELLI, ANDREA;ZOPPETTI, CLAUDIA
2011-01-01

Abstract

Automated change analysis of multi-temporal SAR images is a challenging task due to the inherent noisiness of SAR imagery and the variability of the backscattering coefficient to the acquisition angle. Several methods have been proposed in the literature to improve the change detection performances with respect to the classical method based on the Log-Ratio operator. In this paper a pixel change feature is proposed and tested on true Cosmo-SkyMed detected images for damage assessment applications. The method does not require any despeckling pre-processing and is robust both to the acquisition noise and to possible variation of the acquisition angle in the two observations.
2011
9781457712029
Aiazzi, B., Alparone, L., Baronti, S., Garzelli, A., Zoppetti, C. (2011). A robust change detection feature for Cosmo-SkyMed detected SAR images. In Proc. IEEE Multi-Temp 2011 (pp.125-128). IEEE [10.1109/Multi-Temp.2011.6005064].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11365/38770
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