Title :
Improving SAR tomography via CAESAR for built structures monitoring: An application to COSMO-SKYMED data
Author :
Fornaro, G. ; Pauciullo, A. ; Reale, D. ; Verde, S.
Author_Institution :
Inst. for Electromagn. Sensing of the Environ. (IREA), Naples, Italy
Abstract :
In the last years spaceborne Synthetic Aperture Radar (SAR) Tomography has been successfully exploited for the analysis of complex scenarios, such as urban areas and infrastructures. In this work a novel method is investigated to achieve improved multidimensional tomographic reconstructions of built structures at a fine scale: it exploits a preliminary data filtering stage carried out via the Component extrAction and sElection SAR (CAESAR) algorithm, based on the application of the Principal Component Analysis (PCA) with a reduced multilooking degree. Experimental results obtained by applying this technology to COSMO-SKYMED data are shown.
Keywords :
geophysical techniques; principal component analysis; spaceborne radar; synthetic aperture radar; tomography; CAESAR; COSMO-SKYMED data application; COSMO-SKYMED data technology; PCA; built structure monitoring; complex scenario analysis; component extraction and selection SAR algorithm; fine scale built structure; improved multidimensional tomographic reconstruction; improving SAR Tomography; infrastructures; preliminary data filtering stage; principal component analysis; reduced multilooking degree; spaceborne Synthetic Aperture Radar Tomography; urban area; Monitoring; Principal component analysis; Scattering; Spatial resolution; Synthetic aperture radar; Tomography; Urban areas; Component extrAction and sElection SAR (CAESAR); Principal Component Analysis (PCA); SAR Tomography; Synthetic aperture radar (SAR);
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6946635