Change detection in a short time sequence of polarimetric C-band SAR data

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Abstract

Based on an omnibus likelihood ratio test statistic for the equality of several variance-covariance matrices following the complex Wishart distribution and a factorization of this test statistic with associated p-values, change analysis in a time series of multilook, polarimetric SAR data in the covariance matrix representation is carried out. The omnibus test statistic and its factorization detect if and when change(s) occur. The technique is demonstrated on airborne EMISAR C-band data but may be applied to ALOS, COSMO-SkyMed, RadarSat-2 Sentinel-1, TerraSAR-X, and Yaogan data also.
Original languageEnglish
Title of host publicationProceedings of Living Planet Symposium 2016
Number of pages6
VolumeSP-740
PublisherEuropean Space Agency
Publication date2016
Article number343
Publication statusPublished - 2016
EventESA Living Planet Symposium 2016 - Prague, Czech Republic
Duration: 9 May 201613 May 2016
http://lps16.esa.int/

Conference

ConferenceESA Living Planet Symposium 2016
CountryCzech Republic
CityPrague
Period09/05/201613/05/2016
Internet address
SeriesE S A - S P
ISSN0379-6566

Cite this

Nielsen, A. A., Conradsen, K., & Skriver, H. (2016). Change detection in a short time sequence of polarimetric C-band SAR data. In Proceedings of Living Planet Symposium 2016 (Vol. SP-740). [343 ] European Space Agency. E S A - S P
Nielsen, Allan Aasbjerg ; Conradsen, Knut ; Skriver, Henning. / Change detection in a short time sequence of polarimetric C-band SAR data. Proceedings of Living Planet Symposium 2016. Vol. SP-740 European Space Agency, 2016. (E S A - S P).
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Nielsen, AA, Conradsen, K & Skriver, H 2016, Change detection in a short time sequence of polarimetric C-band SAR data. in Proceedings of Living Planet Symposium 2016. vol. SP-740, 343 , European Space Agency, E S A - S P, ESA Living Planet Symposium 2016, Prague, Czech Republic, 09/05/2016.

Change detection in a short time sequence of polarimetric C-band SAR data. / Nielsen, Allan Aasbjerg; Conradsen, Knut; Skriver, Henning.

Proceedings of Living Planet Symposium 2016. Vol. SP-740 European Space Agency, 2016. 343 (E S A - S P).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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AU - Skriver, Henning

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N2 - Based on an omnibus likelihood ratio test statistic for the equality of several variance-covariance matrices following the complex Wishart distribution and a factorization of this test statistic with associated p-values, change analysis in a time series of multilook, polarimetric SAR data in the covariance matrix representation is carried out. The omnibus test statistic and its factorization detect if and when change(s) occur. The technique is demonstrated on airborne EMISAR C-band data but may be applied to ALOS, COSMO-SkyMed, RadarSat-2 Sentinel-1, TerraSAR-X, and Yaogan data also.

AB - Based on an omnibus likelihood ratio test statistic for the equality of several variance-covariance matrices following the complex Wishart distribution and a factorization of this test statistic with associated p-values, change analysis in a time series of multilook, polarimetric SAR data in the covariance matrix representation is carried out. The omnibus test statistic and its factorization detect if and when change(s) occur. The technique is demonstrated on airborne EMISAR C-band data but may be applied to ALOS, COSMO-SkyMed, RadarSat-2 Sentinel-1, TerraSAR-X, and Yaogan data also.

M3 - Article in proceedings

VL - SP-740

T3 - E S A - S P

BT - Proceedings of Living Planet Symposium 2016

PB - European Space Agency

ER -

Nielsen AA, Conradsen K, Skriver H. Change detection in a short time sequence of polarimetric C-band SAR data. In Proceedings of Living Planet Symposium 2016. Vol. SP-740. European Space Agency. 2016. 343 . (E S A - S P).