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Image acquisition geometry analysis for the fusion of optical and radar remote sensing data

Palubinskas, Gintautas and Reinartz, Peter and Bamler, Richard (2010) Image acquisition geometry analysis for the fusion of optical and radar remote sensing data. International Journal of Image and Data Fusion, 1 (3), pp. 271-282. Informa UK Limited. DOI: 10.1080/19479832.2010.484152 ISSN 1947-9832

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Official URL: http://www.informaworld.com/smpp/content~db=all~content=a924879274~frm=titlelink

Abstract

Fusion of optical and radar remote sensing data is becoming an actual topic of discussion recently in various application areas though the results are not always satisfactory. In this article, we analyse some disturbing aspects of fusing orthoimages from sensors having different acquisition geometries. These aspects arise due to errors in digital elevation models (DEM), used for image orthorectification, and the existence of 3-D objects in the scene which are not accounted in the DEM. We analyse how these effects influence the ground displacement in orthoimages produced from optical and radar data. Further, we propose sensor formations with acquisition geometry parameters which allow to minimise or compensate for ground displacements in different orthoimages due to the above-mentioned effects and to produce good prerequisites for the following fusion for specific application areas, e.g. matching, filling data gaps, classification, etc. To demonstrate the potential of the proposed approach, two pairs of optical–radar data were acquired over the urban area – Munich City, Germany. The first collection of WorldView-1 and TerraSAR-X (TS-X) data followed the proposed recommendations for acquisition geometry parameters, whereas the second collection of IKONOS and TS-X data was acquired with accidental parameters. The experiment confirmed our ideas fully. Moreover, it opens new possibilities for optical and radar image fusion.

Item URL in elib:https://elib.dlr.de/64853/
Document Type:Article
Title:Image acquisition geometry analysis for the fusion of optical and radar remote sensing data
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Palubinskas, GintautasGintautas.Palubinskas (at) dlr.deUNSPECIFIED
Reinartz, PeterUNSPECIFIEDUNSPECIFIED
Bamler, RichardUNSPECIFIEDUNSPECIFIED
Date:September 2010
Journal or Publication Title:International Journal of Image and Data Fusion
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:1
DOI :10.1080/19479832.2010.484152
Page Range:pp. 271-282
Publisher:Informa UK Limited
ISSN:1947-9832
Status:Published
Keywords:image fusion, SAR, remote sensing, sensor formation, acquisition geometry
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W EO - Erdbeobachtung
DLR - Research area:Space
DLR - Program:W EO - Erdbeobachtung
DLR - Research theme (Project):W - Vorhaben Photogrammetrie und Bildanalyse (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Palubinskas, Dr.math. Gintautas
Deposited On:02 Aug 2010 10:03
Last Modified:14 Dec 2019 04:20

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