Title :
An efficient geography registration method for InSAR coherent change detection
Author :
Wanjun Zhang ; Hui Zhang ; Wei Wang ; Yan Liu ; Yuanxiang Li ; Wenxian Yu
Author_Institution :
Dept. of Electron. Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
In this paper, an efficient geography registration method for INSAR coherent change detection is proposed. In the algorithm, considering Terra-SAR image, firstly we do geography registration on two images by oversampling the geography information in master image, then do coarse and fine registration. In coarse registration, find the range and azimuth shifts by calculating the cross correlation of the intensity sub-images that around ground control points (GCPs). In fine registration, calculate intensity cross correlation of sub-images that around GCPs to find the maximum of correlation map for getting range and azimuth shifts. In coarse and fine registration algorithms, time complexity is determined by the size of sub-image and number of GCPs. The proposed algorithm improves the efficiency while keeping the precision of registration. Experimental results obtained on acquired by Terra-SAR images confirm the effectiveness of the proposed approach.
Keywords :
geographic information systems; geophysical image processing; geophysical techniques; image registration; radar imaging; radar interferometry; synthetic aperture radar; InSAR coherent change detection; Terra-SAR image; coarse registration; efficient geography registration method; geography information; geography registration; intensity sub-images; master image; Accuracy; Algorithm design and analysis; Change detection algorithms; Correlation; Geography; Interpolation; Software algorithms; Change detection; oversampling; registration; sub-pixel;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6721162