Title :
Change Detection with Multi-Polarization SAR Imagery
Author :
Chen, Xi ; Wu, Fan ; Wang, Chao ; Zhang, Hong ; Zhang, Bo ; Tang, Yixian
Author_Institution :
State Key Lab. of Remote Sensing Sci., CAS, Beijing
Abstract :
In this paper, change detection with multi-polarization SAR imagery is focused. Based on the polarimetric statistic distribution, a polarimetric test statistic is applied to evaluate the equality of two areas in two pass polarimetric SAR images. And then, in order to find out the `real´ changed area, a constant false alarms rate (Pfa) is given to determine a threshold for change detection. Moreover, a majority processing considering the context information of a given target is preferred to improving the final accuracy of the change detection. Finally, the proposed method was tested with the multitemporal Envisat-ASAR´s alternative polarization SAR data. Experiments are performed to validate efficiency of the method presented in the paper.
Keywords :
geophysical techniques; image processing; radar polarimetry; remote sensing by radar; synthetic aperture radar; change detection; constant false alarms rate; multi-polarization SAR imagery; multitemporal Envisat-ASAR data; polarimetric SAR images; polarimetric statistic distribution; polarimetric test statistic; Content addressable storage; Geoscience; Image segmentation; Polarization; Radar detection; Remote sensing; Statistical analysis; Statistical distributions; Synthetic aperture radar; Testing; CFAR; POLSAR; change detection;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-2807-6
Electronic_ISBN :
978-1-4244-2808-3
DOI :
10.1109/IGARSS.2008.4779808