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Change detection in high resolution SAR images: Amplitude based activity map compared with the CoVAmCoh analysis

 
: Boldt, Markus; Schulz, Karsten

:
Postprint urn:nbn:de:0011-n-2100284 (778 KByte PDF)
MD5 Fingerprint: 015a8a27ea7edd8e7f484fbfb4983c42
© 2012 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Created on: 5.9.2012


Institute of Electrical and Electronics Engineers -IEEE-; IEEE Geoscience and Remote Sensing Society:
IGARSS 2012, IEEE International Geoscience and Remote Sensing Symposium : Remote sensing for a dynamic earth, 22-27 July 2012, Munich, Germany
Piscataway/NJ: IEEE, 2012
ISBN: 978-1-4673-1158-8
ISBN: 978-1-4673-1160-1 (Print)
ISBN: 978-1-4673-1159-5
pp.3803-3806
International Geoscience and Remote Sensing Symposium (IGARSS) <2012, Munich>
English
Conference Paper, Electronic Publication
Fraunhofer IOSB ()
change detection; change categorization; activity monitoring; SAR; CovAmCoh

Abstract
Change detection based on remote sensing data has become a highly frequented field of research with multiple applications for practical use. In this study, a fully-automatic change detection method based on SAR amplitude images is proposed. This method aims at the detection of small-scaled abrupt changes which are caused for example by different kinds of vehicles or building sites.
As dataset, a time series (about half a year) of TerraSAR-X images covering the scene of Greding (Germany) and surroundings was used. From this dataset, an amplitude based activity map was calculated.
For evaluation purpose, this method is compared with the CoVAmCoh analysis, which represents a complementary approach for SAR change detection. In a final step, first evaluations concerning the change categorization are considered.

: http://publica.fraunhofer.de/documents/N-210028.html