Snapshot compressive spectral-depth imaging based on light field
Ding, Xiaoming4,5; Yan, QiangQiang4; Hu, Liang3; Zhou, Shubo2; Wei, Ruyi1,4; Wang, Xiaocheng5; Li, Yupeng5
刊名EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING
2022-01-31
卷号2022期号:1
关键词Multidimensional Imaging Spectral imaging Compressed sensing Light field Depth estimation
ISSN号1687-6180
DOI10.1186/s13634-022-00834-x
产权排序1
英文摘要

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.

语种英语
出版者ONE NEW YORK PLAZA, SUITE 4600, NEW YORK, NY, UNITED STATES
WOS记录号WOS:000750509700001
内容类型期刊论文
源URL[http://ir.opt.ac.cn/handle/181661/95693]  
专题西安光学精密机械研究所_光学影像学习与分析中心
通讯作者Ding, Xiaoming
作者单位1.Wuhan Univ, Elect Informat Sch, Wuhan 430072, Peoples R China
2.Donghua Univ, Inst Informat Sci & Technol, Shanghai 201620, Peoples R China
3.Aerosp Informat Res Inst, CAS Key Lab Computat Opt Imaging Technol, Beijing 100094, Peoples R China
4.Xian Inst Opt & Precis Mech, CAS Key Lab Spectral Imaging Technol, Xian 710119, Peoples R China
5.Tianjin Normal Univ, Tianjin Key Lab Wireless Mobile Commun & Power Tr, Tianjin 300387, Peoples R China
推荐引用方式
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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