DocumentCode :
2103101
Title :
Change analysis of dual polarimetric Sentinel-1 SAR image time series using stationary wavelet transform and change detection matrix
Author :
Le, Thu Trang ; Atto, Abdourrahmane M. ; Trouve, Emmanuel
Author_Institution :
LISTIC, Polytech Annecy - Chambéry, University Savoie Mont Blanc, BP 80439 - F - 74944 Annecy-le-Vieux Cedex - France
fYear :
2015
fDate :
22-24 July 2015
Firstpage :
1
Lastpage :
4
Abstract :
This paper provides initial change detection results on a time series of 11 dual polarimetric IW level-1 single look complex (SLC) Sentinel-1 SAR images acquired in descending pass over Chamonix Mont-Blanc, France. The changed and unchanged information in the time series is identified in the change detection matrix (CDM) constructed by similarity cross tests between wavelet extracted features issued from stationary wavelet transform (SWT). The analysis from multiscale decomposition allows the separation of multidate pixel changes in low frequencies from changes in high frequencies. The index of change dynamics derived from CDM enables to analyze the temporal evolution of the observed area.
Keywords :
Approximation methods; Feature extraction; Remote sensing; Synthetic aperture radar; Time series analysis; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Analysis of Multitemporal Remote Sensing Images (Multi-Temp), 2015 8th International Workshop on the
Conference_Location :
Annecy, France
Type :
conf
DOI :
10.1109/Multi-Temp.2015.7245754
Filename :
7245754
Link To Document :
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