Title :
Change detection in repeat pass interferometric synthetic aperture radar
Author :
Preiss, M. ; Gray, D. ; Stacy, N.
Author_Institution :
Defence Sci. & Technol. Organ., Edinburgh, SA, Australia
Abstract :
In this paper, a scene change statistic based on a log likelihood ratio has been considered for detecting man-made scene disturbances in repeat pass SAR interferometry. The change statistic identifies scene disturbances through changes in the scene coherence as well as changes in the scene backscatter coefficient. Theoretical analysis shows that the statistic gives significantly better detection performance than that of the commonly used sample coherence and backscatter coefficient ratio change statistics. The performance improvement has been experimentally verified using repeat pass SAR data collected with the DSTO Ingara SAR.
Keywords :
backscatter; coherence; electromagnetic wave interferometry; radar signal processing; synthetic aperture radar; InSAR; change detection; log likelihood ratio; man-made scene disturbances; repeat pass SAR interferometry; repeat pass synthetic aperture radar interferometry; scene backscatter; scene change statistic; scene coherence; Backscatter; Coherence; Layout; Radar cross section; Radar detection; Radar imaging; Radar scattering; Radar tracking; Statistics; Synthetic aperture radar interferometry;
Conference_Titel :
Radar Conference, 2003. Proceedings of the International
Print_ISBN :
0-7803-7870-9
DOI :
10.1109/RADAR.2003.1278718