Title :
Adaptive spatial multilooking and temporal multilinking in SBAS Interferometry
Author :
Fornaro, G. ; Reale, D. ; Verde, S.
Author_Institution :
Inst. for the Electromagn. Sensing of the Environ., Naples, Italy
Abstract :
We present an adaptive filtering algorithm for accurate estimation of differential interferometric phase and coherence, in order to better support the SBAS approach. The typical method to enhance interferograms is a simple boxcar multilooking, that improves the signal-to-noise ratio (SNR) at the expense of the spatial resolution. The presented technique is based on an adaptive space filter that identifies and averages statistically homogeneous pixels in a given neighbourhood. It also consists of a phase filtering operation in the time domain via the temporal multilink for recovering the consistency of the interferometric phase (phase triangulation). Results on real Cosmo-SkyMed data, acquired over the city of Naples, are shown in order to demonstrate the effectiveness of the presented technique.
Keywords :
geophysical image processing; image resolution; radar interferometry; remote sensing by radar; Cosmo-SkyMed data; Italy; Naples; SBAS Interferometry; adaptive filtering algorithm; adaptive space filter; adaptive spatial multilooking; boxcar multilooking; coherence estimation; differential interferometric phase estimation; spatial resolution; temporal multilinking; Coherence; Estimation; Interferometry; Monitoring; Remote sensing; Spatial resolution; Synthetic aperture radar; Adaptive Multilooking; Differential Interferometric Synthetic Aperture Radar (SAR) (InSAR)(DInSAR); Radar Backscattering Statistics; Small Baseline Subset Algorithm (SBAS);
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6351137