Robust registration method of SAR and optical remote sensing Images based on cascade

被引:0
|
作者
Wang Feng [1 ,2 ,3 ]
You Hong-Jian [1 ,2 ]
机构
[1] Chinese Acad Sci, Inst Elect, Beijing 100190, Peoples R China
[2] Chinese Acad Sci, Inst Elect, Key Lab Technol Geospatial Informat Proc & Applic, Beijing 100190, Peoples R China
[3] Chinese Acad Sci, Grad Sch, Beijing 100190, Peoples R China
关键词
registration; cascade transforms; phase congruency; weight log-polar transform;
D O I
暂无
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Because that there are obvious differences of radiometric and geometric in SAR and optical image registration, this article presents a method based on cascade transform (CT) to register SAR and optical images. To remove radiation differences, gray transformation was used to extract stable structure information for the SAR and optical images. Then, Weighted-Logarithmic-Polar transformation is proposed to obtain scale and rotation parameters between the images, solving the global geometric differences. Finally, local geometric transform is conducted to get accurate matches and the image was registered by TPS model. The registration experiments show that the proposed method is able to extract stable structures and robust to the differences of radiometric and geometric. The precision of the registration method is high.
引用
收藏
页码:486 / 492
页数:7
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