Modeling and image motion analysis of parallel complementary compressive sensing imaging system

doi:10.1016/j.optcom.2018.04.018

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	Modeling and image motion analysis of parallel complementary compressive sensing imaging system
	Li, Y. H.; Wang, X. D.; Wang, Z.; Liu, D.; Ding, Y.
	2018
发表期刊	Optics Communications
ISSN	0030-4018
卷号	423 页码:100-110
摘要	Based on the theory of compressive sensing, a parallel complementary compressive sensing imaging system is proposed, and the mathematical model of block parallel processing is established. Parametric analysis shows that the quality of the restored image increases with the increase of observed compression ratio and the decrease of the number of blocks, which is in conflict with total amount of data and time-consuming of algorithm, and needs to be considered comprehensively. According to the demand of space remote sensing system applied in push-broom mode, the image motion model of the system is established. The results show that the image motion has a severe effect on the quality of restored image, and increasingly responsive with the decrease of the number of blocks. when the orbital image motion parameter is constant, improving the frame rate of the detector and increasing the pixel size can obtain a smaller image motion ratio, thereby enhancing the image quality. But the application scope of the system for push-broom imaging is somewhat limited for its significantly degrade under low image motion ratio.
关键词	Computational imaging Compressive sensing Parallel measurement Image motion coded-aperture design reconstruction information modulation Optics
DOI	10.1016/j.optcom.2018.04.018
收录类别	SCI ; EI
引用统计
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/61062
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	Li, Y. H.,Wang, X. D.,Wang, Z.,et al. Modeling and image motion analysis of parallel complementary compressive sensing imaging system[J]. Optics Communications,2018,423:100-110.
APA	Li, Y. H.,Wang, X. D.,Wang, Z.,Liu, D.,&Ding, Y..(2018).Modeling and image motion analysis of parallel complementary compressive sensing imaging system.Optics Communications,423,100-110.
MLA	Li, Y. H.,et al."Modeling and image motion analysis of parallel complementary compressive sensing imaging system".Optics Communications 423(2018):100-110.

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