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Coarse and fast modelling of urban areas from high resolution stereo satellite images

Krauß, Thomas and Reinartz, Peter and Lehner, Manfred and Stilla, Uwe (2007) Coarse and fast modelling of urban areas from high resolution stereo satellite images. In: 2007 Joint Remote Sensing Event, pp. 1-10. IEEE. URBAN 2007, 2007-04-10 - 2007-04-12, Paris (F). ISBN 1-4244-0712-5

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Abstract

With the availability of very high resolution (VHR) satellite images fast and relatively cheap investigations of large urban areas in comparison to aerial photography are possible. In urban areas a predominant use of satellite data is the generation of city models for applications like mobile phone signal propagation or flooding and catastrophe simulation. Since more and more large and quick growing cities emerge in developing countries, monitoring and modeling of these areas from satellite will be the cheapest if not the only possibility. Most of the actual methods used for the generation of city models depend on mainly manual work. A method for automatic derivation of – in a first step very coarse – models of urban environments will be of great use. In this paper a production chain and the methods used for such a automatic modeling is presented. The method is based on stereo images from VHR satellite stereo imagery provided, e.g., by IKONOS or QuickBird. In a first step a digital surface model (DSM) is derived from the stereo data. Subsequently a digital terrain model (DTM) and ortho images are created. Based on the local height differences between DSM and DTM and the normalized difference vegetation index (NDVI) a coarse classification can be made. Upon this classification object models can be selected and object parameters can be adapted to create an object-based representation of the satellite image scene. The method used is evaluated and the results are discussed.

Item URL in elib:https://elib.dlr.de/50175/
Document Type:Conference or Workshop Item (Paper)
Title:Coarse and fast modelling of urban areas from high resolution stereo satellite images
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Krauß, ThomasUNSPECIFIEDUNSPECIFIED
Reinartz, PeterUNSPECIFIEDUNSPECIFIED
Lehner, ManfredUNSPECIFIEDUNSPECIFIED
Stilla, UweTU MünchenUNSPECIFIED
Date:10 April 2007
Journal or Publication Title:2007 Joint Remote Sensing Event
Refereed publication:No
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 1-10
Publisher:IEEE
ISBN:1-4244-0712-5
Status:Published
Keywords:VHR data, Stereo Data, DEM generation, object extraction
Event Title:URBAN 2007
Event Location:Paris (F)
Event Type:international Conference
Event Dates:2007-04-10 - 2007-04-12
Organizer:ISPRS
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 Bildwissenschaften (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Krauß, Thomas
Deposited On:25 Jan 2008
Last Modified:12 Dec 2013 20:26

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