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Change Detection for Reconstruction Monitoring based on Very High Resolution Optical Data

Liang, Wenjing and Hoja, Danielle and Schmitt, Michael and Stilla, Uwe (2011) Change Detection for Reconstruction Monitoring based on Very High Resolution Optical Data. TU München. JURSE 2011, 11-13 Apr 2011, Munich, Germany.



Change detection techniques are widely used in environmental monitoring, however, the issue of best suitability of change detection techniques for a specific application, even study area is still unanswered. In case of reconstruction monitoring, difference-based change detection methods are compared and evaluated in detecting changes on the study area Banda Aceh by using very high resolution optical data in this paper. They are classical image differencing, iteratively reweighted multivariate alteration detection (IR-MAD) and IR-MAD incorporating some textural features. The experimental results show that IR-MAD method has the best performance. Compared with manually acquired reference data, the change detection map produced by IR-MAD method is satisfying and promising.

Item URL in elib:https://elib.dlr.de/69997/
Document Type:Conference or Workshop Item (Speech, Paper)
Title:Change Detection for Reconstruction Monitoring based on Very High Resolution Optical Data
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Liang, Wenjinggrace85926 (at) gmail.comUNSPECIFIED
Hoja, Danielledanielle.hoja (at) dlr.deUNSPECIFIED
Schmitt, MichaelMichael.Schmitt (at) bv.tu-muenchen.deUNSPECIFIED
Stilla, Uwestilla (at) tum.deUNSPECIFIED
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In ISI Web of Science:No
Page Range:pp. 1-4
Publisher:TU München
Keywords:Change detection, reconstruction monitoring, very high resolution, optical satellite data
Event Title:JURSE 2011
Event Location:Munich, Germany
Event Type:international Conference
Event Dates:11-13 Apr 2011
Organizer:GRSS / ISPRS / Technical University of Munich (TUM)
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: Hoja, Dr.-Ing. Danielle
Deposited On:14 Jun 2011 08:12
Last Modified:31 Jul 2019 19:32

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