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Snapshot compressive spectral-depth imaging based on light field
Ding, Xiaoming1,2; Yan, QiangQiang2; Hu, Liang3; Zhou, Shubo4; Wei, Ruyi2,5; Wang, Xiaocheng1; Li, Yupeng1
作者部门光谱成像技术研究室
2022-01-31
发表期刊EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING
ISSN1687-6180
卷号2022期号:1
产权排序1
摘要

This paper proposes a snapshot Compressed Light Field Imaging Spectrometer based on compressed sensing and light field concept, which can acquire the two-dimensional spatial distribution, depth estimation and spectral intensity of input scenes simultaneously. The primary structure of the system contains fore optics, coded aperture, dispersion element and light field sensor. The detected data can record the coded mixture spatial-spectral information of the input scene with direction information of light rays. The datacube containing depth estimation can be recovered with the compressed sensing and digital refocus framework. We establish the mathematical model of the system and conduct simulations for verification. The reconstruction strategy is demonstrated for the simulation data.

关键词Multidimensional Imaging Spectral imaging Compressed sensing Light field Depth estimation
DOI10.1186/s13634-022-00834-x
收录类别SCI ; EI
语种英语
WOS记录号WOS:000750509700001
出版者ONE NEW YORK PLAZA, SUITE 4600, NEW YORK, NY, UNITED STATES
EI入藏号20220611597174
引用统计
被引频次:3[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/95693
专题光谱成像技术研究室
通讯作者Ding, Xiaoming
作者单位1.Tianjin Normal Univ, Tianjin Key Lab Wireless Mobile Commun & Power Tr, Tianjin 300387, Peoples R China
2.Xian Inst Opt & Precis Mech, CAS Key Lab Spectral Imaging Technol, Xian 710119, Peoples R China
3.Aerosp Informat Res Inst, CAS Key Lab Computat Opt Imaging Technol, Beijing 100094, Peoples R China
4.Donghua Univ, Inst Informat Sci & Technol, Shanghai 201620, Peoples R China
5.Wuhan Univ, Elect Informat Sch, Wuhan 430072, Peoples R China
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GB/T 7714
Ding, Xiaoming,Yan, QiangQiang,Hu, Liang,et al. Snapshot compressive spectral-depth imaging based on light field[J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING,2022,2022(1).
APA Ding, Xiaoming.,Yan, QiangQiang.,Hu, Liang.,Zhou, Shubo.,Wei, Ruyi.,...&Li, Yupeng.(2022).Snapshot compressive spectral-depth imaging based on light field.EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING,2022(1).
MLA Ding, Xiaoming,et al."Snapshot compressive spectral-depth imaging based on light field".EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING 2022.1(2022).
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