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SAR image statistics and adaptive signal processing for change detection
Blekinge Institute of Technology, Faculty of Engineering, Department of Mathematics and Natural Sciences. Blekinge Inst Technol, S-37179 Karlskrona, Sweden..ORCID iD: 0000-0003-3945-8951
Blekinge Institute of Technology, Faculty of Engineering, Department of Mathematics and Natural Sciences. Blekinge Inst Technol, S-37179 Karlskrona, Sweden..
Blekinge Institute of Technology, Faculty of Engineering, Department of Mathematics and Natural Sciences. Blekinge Inst Technol, S-37179 Karlskrona, Sweden..ORCID iD: 0000-0002-6643-312X
Saab Elect Defense Syst, S-41289 Gothenburg, Sweden..
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2015 (English)In: ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY XXII, 2015, article id 947509Conference paper, Published paper (Refereed)
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Abstract [en]

The paper presents investigations on SAR image statistics and adaptive signal processing for change detection. The investigations show that the amplitude distributions of SAR images with possibly detected changes, that is retrieved with a linear subtraction operator, can approximately be represented by the probability density function of the Gaussian or normal distribution. This allows emerging the idea to use the available adaptive signal processing techniques for change detection. The experiments indicate the promising change detection results obtained with an adaptive line enhancer, one of the adaptive signal processing technique. The experiments are conducted on the data collected by CARABAS, a UWB low frequency SAR system.

Place, publisher, year, edition, pages
2015. article id 947509
Series
Proceedings of SPIE, ISSN 0277-786X ; 9475
Keywords [en]
SAR, change detection, statistics, adaptive signal processing
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering Signal Processing
Identifiers
URN: urn:nbn:se:bth-11406DOI: 10.1117/12.2176774ISI: 000356858900005ISBN: 978-1-62841-591-9 (print)OAI: oai:DiVA.org:bth-11406DiVA, id: diva2:894202
Conference
Conference on Algorithms for Synthetic Aperture Radar Imagery XXII, APR 23, 2015, Baltimore, MD
Available from: 2016-01-14 Created: 2016-01-14 Last updated: 2021-03-26Bibliographically approved

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Vu, Viet T.Machado, RenatoPettersson, Mats I.

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