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How to fuse optical and radar imagery?

Palubinskas, Gintautas (2012) How to fuse optical and radar imagery? IGARSS 2012, 22.-27. July 2012, Munich, Germany. ISBN 978-1-4673-1158-8

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Abstract

Information extraction from multi-sensor remote sensing imagery is an important and challenging task for many applications such as urban area mapping and change detection. There exist a lot of publications on this topic, but quite often they follow the same strategy: put all data into one stack and search for the best classifier for one particular example. Transfer of the results to other examples quite often fails. Especially during optical and radar data fusion different aspects and factors such as different acquisition geometries, incommensurable nature of features and many other parameters should be accounted for. In this paper we shall present a general workflow for optical and radar/SAR data fusion and discuss the main problems occurring when applying it for classification applications.

Item URL in elib:https://elib.dlr.de/76798/
Document Type:Conference or Workshop Item (Poster)
Title:How to fuse optical and radar imagery?
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Palubinskas, GintautasGintautas.Palubinskas (at) dlr.deUNSPECIFIED
Date:2012
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 4010-4013
Editors:
EditorsEmail
UNSPECIFIEDIEEE
ISBN:978-1-4673-1158-8
Status:Published
Keywords:Multi-sensor fusion, orthorectification, co-registration, classification, change detection
Event Title:IGARSS 2012
Event Location:Munich, Germany
Event Type:international Conference
Event Dates:22.-27. July 2012
Organizer:IEEE
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 hochauflösende Fernerkundungsverfahreen (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Palubinskas, Dr.math. Gintautas
Deposited On:01 Aug 2012 09:13
Last Modified:31 Jul 2019 19:37

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