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A New Approach for Optical and SAR Satellite Image Registration

Merkle, Nina and Müller, Rupert and Schwind, Peter and Palubinskas, Gintautas and Reinartz, Peter (2015) A New Approach for Optical and SAR Satellite Image Registration. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, II-3/W, pp. 119-126. Copernicus Publications. PIA15+HRIGI15, 25-27 Mar 2015, Munich, Germany. DOI: 10.5194/isprsannals-II-3-W4-119-2015

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Official URL: http://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/II-3-W4/119/2015/isprsannals-II-3-W4-119-2015.pdf

Abstract

Over the last years several research studies have shown the high geometric accuracy of high resolution radar satellites like TerraSAR-X. Due to this fact, the impact of high resolution SAR images for image registration has increased. An aim of high accuracy image registration is the improvement of the absolute geometric accuracy of optical images by using SAR images as references. High accuracy image registration is required for different remote sensing applications and is an on-going research topic. The registration of images acquired by different sensor types, like optical and SAR images, is a challenging task. In our work, a novel approach is proposed, which is a combination of the classical feature-based and intensity-based registration approaches. In the first step of the method, spatial features, here roundabouts, are detected in the optical image. In the second step, the detected features are used to generate SAR like roundabout templates. In the third step, the templates are matched with the corresponding parts of the SAR image by using an intensity- based matching process. The proposed method is tested for a pair of TerraSAR-X and QuickBird images and a pair of TerraSAR-X and WorldView-2 images of a suburban area. The results show that the proposed method offers an alternative approach compared to the common optical and SAR images registration methods and it can be used for the geometric accuracy improvement of optical images.

Item URL in elib:https://elib.dlr.de/95834/
Document Type:Conference or Workshop Item (Poster)
Title:A New Approach for Optical and SAR Satellite Image Registration
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Merkle, Ninanina.merkle (at) dlr.deUNSPECIFIED
Müller, Rupertrupert.mueller (at) dlr.deUNSPECIFIED
Schwind, Peterpeter.schwind (at) dlr.deUNSPECIFIED
Palubinskas, Gintautasgintautas.palubinskas (at) dlr.deUNSPECIFIED
Reinartz, Peterpeter.reinartz (at) dlr.deUNSPECIFIED
Date:March 2015
Journal or Publication Title:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:II-3/W
DOI :10.5194/isprsannals-II-3-W4-119-2015
Page Range:pp. 119-126
Editors:
EditorsEmail
Stilla, U.TUM Munich, Germany
Heipke, C.Leibniz University Hannover, Germany
Publisher:Copernicus Publications
Series Name:ISPRS Annals
Status:Published
Keywords:Registration, Multisensor, SAR, Optical, Matching
Event Title:PIA15+HRIGI15
Event Location:Munich, Germany
Event Type:international Conference
Event Dates:25-27 Mar 2015
Organizer:ISPRS
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Vorhaben hochauflösende Fernerkundungsverfahren
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Merkle, Nina Marie
Deposited On:01 Apr 2015 12:43
Last Modified:31 Jul 2019 19:52

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