Single-Photon Time-Resolved Imaging Spectroscopy Based on Compressed Sensing

被引：3
|
作者：
Liu Fan [1 ,3 ]
Yao Xuri [1 ,2 ]
Liu Xuefeng [1 ,3 ]
Zhai Guangjie [1 ,3 ]
机构：
[1] Chinese Acad Sci, Natl Space Sci Ctr, Key Lab Elect & Informat Technol Space Syst, Beijing 100190, Peoples R China
[2] Beijing Inst Technol, Sch Phys, Beijing 100081, Peoples R China
[3] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
来源：
LASER & OPTOELECTRONICS PROGRESS | 2021年 / 58卷 / 10期
关键词：
imaging systems; computational imaging; compressed sensing; single-photon; imaging spectrum; time resolution; PILE-UP; SYSTEM;
D O I：
10.3788/LOP202158.1011016
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Compressed sensing imaging can break through the limitation of Nyquist sampling theorem and realize sub sampling imaging, and has the advantages of dimension-reducing detection and high-throughput acquisition. In this paper, we reviewed the research progresses of compressed sensing theory in single-photon imaging and imaging spectra and analyzed compressed sensing single-photon imaging spectroscopy in detail. The influence and removal methods of pile-up effects in compressed sensing time-resolved imaging was discussed. The application of compressed sensing in the field of single-photon time-resolved imaging spectroscopy was summarized.
引用
收藏
页数：10
相关论文
共 39 条
  • [1] Compressive sensing
    Baraniuk, Richard G.
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2007, 24 (04) : 118 - +
  • [2] Boydston-White S, 1999, BIOSPECTROSCOPY, V5, P219, DOI 10.1002/(SICI)1520-6343(1999)5:4<219::AID-BSPY2>3.0.CO
  • [3] 2-O
  • [4] Near-optimal signal recovery from random projections: Universal encoding strategies?
    Candes, Emmanuel J.
    Tao, Terence
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (12) : 5406 - 5425
  • [5] Respiratory Motion-Resolved Compressed Sensing Reconstruction of Free-Breathing Radial Acquisition for Dynamic Liver Magnetic Resonance Imaging
    Chandarana, Hersh
    Feng, Li
    Ream, Justin
    Wang, Annie
    Babb, James S.
    Block, Kai Tobias
    Sodickson, Daniel K.
    Otazo, Ricardo
    [J]. INVESTIGATIVE RADIOLOGY, 2015, 50 (11) : 749 - 756
  • [6] Atomic decomposition by basis pursuit
    Chen, SSB
    Donoho, DL
    Saunders, MA
    [J]. SIAM JOURNAL ON SCIENTIFIC COMPUTING, 1998, 20 (01): : 33 - 61
  • [7] The Thermal Emission Imaging System (THEMIS) for the Mars 2001 Odyssey Mission
    Christensen, PR
    Jakosky, B
    Kieffer, HH
    Malin, MC
    McSween, HY
    Nealson, K
    Mehall, GL
    Silverman, SH
    Ferry, S
    Caplinger, M
    Ravine, M
    [J]. SPACE SCIENCE REVIEWS, 2004, 110 (1-2) : 85 - 130
  • [8] CORRECTION FOR PHOTON PILE-UP IN MEASUREMENT OF RADIATIVE LIFETIMES
    COATES, PB
    [J]. JOURNAL OF PHYSICS E-SCIENTIFIC INSTRUMENTS, 1968, 1 (08): : 878 - &
  • [9] Adaptive compressed photon counting 3D imaging based on wavelet trees and depth map sparse representation
    Dai, Huidong
    Gu, Guohua
    He, Weiji
    Ye, Ling
    Mao, Tianyi
    Chen, Qian
    [J]. OPTICS EXPRESS, 2016, 24 (23): : 26080 - 26096
  • [10] Compressed sensing
    Donoho, DL
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (04) : 1289 - 1306
1234