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Curvelet-based Change Detection for man-made Objects from SAR Images

Schmitt, Andreas and Wessel, Birgit and Roth, Achim (2009) Curvelet-based Change Detection for man-made Objects from SAR Images. In: IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 3, pp. 1059-1062. IEEE. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 12.-17. Jul. 2009, Cape Town, South Africa. ISBN 978-1-4244-3395-7

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Abstract

In this article we present a technique for fast and robust change detection based on the curvelet transform. The curvelet transform is a two dimensional further development of the well-known wavelet transform that reconstructs the original image by ridge-like features, called ridgelets, in different scales, directions and positions. Geocoded SAR amplitude images from TerraSAR-X are compared by differentiating the coefficients of both images in the curvelet coefficient domain. Before the difference image is transformed back to the spatial domain, the influence of the single ridgelets on the resulting image can be manipulated to suppress noise and to intensify structures. Two examples were chosen to show the potential of this approach: a construction site in Germany and an open cast mining area in Chile. Our prototype version is able to compare time series without any interaction of an operator so that the implemented algorithms can easily be embedded into an automatic processing chain.

Item URL in elib:https://elib.dlr.de/61978/
Document Type:Conference or Workshop Item (Speech, Paper)
Title:Curvelet-based Change Detection for man-made Objects from SAR Images
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Schmitt, AndreasAndreas.Schmitt (at) dlr.deUNSPECIFIED
Wessel, BirgitBirgit.Wessel (at) dlr.deUNSPECIFIED
Roth, AchimAchim.Roth (at) dlr.deUNSPECIFIED
Date:July 2009
Journal or Publication Title:IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:3
Page Range:pp. 1059-1062
Publisher:IEEE
Series Name:International Geoscience and Remote Sensing Symposium (IGARSS)
ISBN:978-1-4244-3395-7
Status:Published
Keywords:Synthetic aperture radar, Radar applications, Time series, Urban areas, Image enhancement
Event Title:IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Event Location:Cape Town, South Africa
Event Type:international Conference
Event Dates:12.-17. Jul. 2009
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 Geowissenschaftl. Fernerkundungs- und GIS-Verfahren (old)
Location: Oberpfaffenhofen
Institutes and Institutions:German Remote Sensing Data Center
Deposited By: Schmitt, Andreas
Deposited On:06 Apr 2010 10:44
Last Modified:31 Jul 2019 19:26

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