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Sub-pixel image registration based on super resolution reconstruction
Li, F.-B.; X. He; Z.-H. Wei and X. Ma
2017
发表期刊Guangxue Jingmi Gongcheng/Optics and Precision Engineering
卷号25期号:2
摘要Considering the low precision of low-resolution image used for the registration process, a sub-pixel image registration method based on super resolution reconstruction was put forward. Firstly, 10 times down-sampling was carried out in the image sequence with 1~9 pixel displacement to obtain an image sequence with 0.1~0.9 sub-pixel displacement; then, a mathematical model was built in accordance with the image acquisition process, and Maximum A-Posteriori (MAP) method was used to carry out super resolution reconstruction in low-resolution image of the sub-pixel displacement to obtain high-resolution image based on the Bayes Theory; finally, the extended phase correlation method with sub-pixel registration accuracy was applied to conduct image registration. The registration and noise experiments inclicate that the maximum registration error is 0.03 pixel. The proposed method has high registration accuracy and strong anti-noise ability. It can realize the sub-pixel registration for low-resolution image, at the same time, it can meet the requirements for high-accuracy registration of visible image and infrared image. 2017, Science Press. All right reserved.
收录类别ei
语种中文
文献类型期刊论文
条目标识符http://ir.ciomp.ac.cn/handle/181722/58995
专题中科院长春光机所知识产出
推荐引用方式
GB/T 7714
Li, F.-B.,X. He,Z.-H. Wei and X. Ma. Sub-pixel image registration based on super resolution reconstruction[J]. Guangxue Jingmi Gongcheng/Optics and Precision Engineering,2017,25(2).
APA Li, F.-B.,X. He,&Z.-H. Wei and X. Ma.(2017).Sub-pixel image registration based on super resolution reconstruction.Guangxue Jingmi Gongcheng/Optics and Precision Engineering,25(2).
MLA Li, F.-B.,et al."Sub-pixel image registration based on super resolution reconstruction".Guangxue Jingmi Gongcheng/Optics and Precision Engineering 25.2(2017).
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