中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Research on sub-pixel shift based super-resolution imaging by introducing wave-front coding technique

文献类型:会议论文

作者Zhao, Hui2; Xue, Yukun1,2; Yang, Mingyang2; Li, Baopeng2; Fan, Xuewu2
出版日期2023
会议日期2023-10-15
会议地点Beijing, China
关键词super-resolution reconstruction wave-front coding digital restoration
卷号12767
DOI10.1117/12.2687372
英文摘要

By capturing a series of low-resolution images which have known or unknown sub-pixel displacement between each other, high resolution image could be reconstructed through algorithms such as IBP, POCS and so on. This technique mainly aims to solve the problem of aliasing effect caused by under-sampling but one problem exists. While applying sub-pixel shift based super-resolution reconstruction, point spread function is used to simulate the imaging process but usually the point spread function corresponding to the low-resolution imaging system is used, which does not match reconstruction in high-resolution grid. According to our previous researches, the wave-front coding technique could be used to realize single image amplification based super-resolution reconstruction because the point spread function corresponding to the high-resolution grid could be digitally generated in a more accurate way. In this manuscript, the rotationally symmetric wave-front coding technique and the sub-pixel shift based super-resolution imaging are combined together and there are two advantages. First, because of decrease of the magnitude of optical transfer function caused by wave-front coding, the aliasing effect in the intermediate images is reduced keeping pitch size unchanged. Second, while doing the reconstruction in high-resolution grid, the computed point spread function corresponding to the high-resolution grid is used, which better matches the high-resolution grid. The numerical results demonstrate that better image could be obtained by incorporating rotationally symmetric wave-front coding into sub-pixel shift based super-resolution imaging. © 2023 SPIE. All rights reserved.

产权排序1
会议录Optoelectronic Imaging and Multimedia Technology X
会议录出版者SPIE
语种英语
ISSN号0277786X;1996756X
ISBN号9781510667839
源URL[http://ir.opt.ac.cn/handle/181661/97089]  
专题西安光学精密机械研究所_空间光学应用研究室
通讯作者Zhao, Hui
作者单位1.Xi'an Technological University, Xi'an; 710021, China
2.Space Optics Lab, Xi'an Institute of Optics and Precision Mechanics, CAS, Xi'an; 710019, China;
推荐引用方式
GB/T 7714
Zhao, Hui,Xue, Yukun,Yang, Mingyang,et al. Research on sub-pixel shift based super-resolution imaging by introducing wave-front coding technique[C]. 见:. Beijing, China. 2023-10-15.

入库方式: OAI收割

来源:西安光学精密机械研究所

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