[1] Donoho D L. Compressed sensing[J]. IEEE Transactions on Information Theory, 52, 1289-1306(2006).

[2] Candes E J, Tao T. Near-optimal signal recovery from random projections: universal encoding strategies?[J]. IEEE Transactions on Information Theory, 52, 5406-5425(2006).

[3] Dai H D, Gu G H, He W J et al. Adaptive compressed photon counting 3D imaging based on wavelet trees and depth map sparse representation[J]. Optics Express, 24, 26080-26096(2016). http://europepmc.org/abstract/med/27857346

[4] Zhao C Q, Gong W L, Chen M L et al. Ghost imaging lidar via sparsity constraints[J]. Applied Physics Letters, 101, 141123(2012). http://scitation.aip.org/content/aip/journal/apl/101/14/10.1063/1.4757874

[5] Chandarana H, Feng L, Ream J et al. Respiratory motion-resolved compressed sensing reconstruction of free-breathing radial acquisition for dynamic liver magnetic resonance imaging[J]. Investigative Radiology, 50, 749-756(2015). http://pubmedcentralcanada.ca/pmcc/articles/PMC4598262/

[6] Zhang H, Cao L C, Jin G F et al. Progress on lensless digital holography imaging based on compressive holographic algorithm[J]. Laser & Optoelectronics Progress, 57, 080001(2020).

[7] Duarte M F, Davenport M A, Takhar D et al. Single-pixel imaging via compressive sampling[J]. IEEE Signal Processing Magazine, 25, 83-91(2008).

[8] Baraniuk R G. Compressive sensing[J]. IEEE Signal Processing Magazine, 24, 118-121(2007).

[9] Takhar D, Laska J N, Wakin M B et al. A new compressive imaging camera architecture using optical-domain compression[J]. Proceedings of SPIE, 6065, 606509(2006).

[10] Nallala J, Gobinet C, Diebold M D et al. Infrared spectral imaging as a novel approach for histopathological recognition in colon cancer diagnosis[J]. Journal of Biomedical Opitcal, 17, 116013(2012). http://www.ncbi.nlm.nih.gov/pubmed/23117808

[11] Boydston-White S, Gopen T, Houser S et al. Infrared spectroscopy of human tissue. V. infrared spectroscopic studies of myeloid leukemia (ML-1) cells at different phases of the cell cycle[J]. Biospectroscopy, 5, 219-227(1999). http://onlinelibrary.wiley.com/doi/abs/10.1002/(SICI)1520-6343(1999)5:4<219::AID-BSPY2>3.0.CO;2-O

[12] Fernandez D C, Bhargava R, Hewitt S M et al. Infrared spectroscopic imaging for histopathologic recognition[J]. Nature Biotechnology, 23, 469-474(2005). http://europepmc.org/abstract/MED/15793574

[13] Wang C, Liu B, Zhou C et al. Multispectral microimaging system with narrowband LED illumination[J]. Chinese Journal of Lasers, 47, 1207006(2020).

[14] Christensen P R, Jakosky B M, Kieffer H H et al. The thermal emission imaging system (THEMIS) for the Mars 2001 Odyssey mission[J]. Space Science Reviews, 110, 85-130(2004).

[15] Mende S B, Heetderks H, Frey H U et al. Far ultraviolet imaging from the IMAGE spacecraft. 3. spectral imaging of Lyman-α and OI 135.6 nm[J]. Space Science Reviews, 91, 287-318(2000). http://www.springerlink.com/content/hn4v701u856123g0/

[16] Holman G D, Aschwanden M J, Aurass H et al. Implications of X-ray observations for electron acceleration and propagation in solar flares[J]. Space Science Reviews, 159, 107-166(2011). http://link.springer.com/article/10.1007/s11214-010-9680-9

[17] Watanabe Y, Kawase K, Ikari T et al. Component spatial pattern analysis of chemicals using terahertz spectroscopic imaging[J]. Applied Physics Letters, 83, 800-802(2003).

[18] Hsieh K T, Urban P L. Spectral imaging of chemical reactions using a computer display and a digital camera[J]. RSC Advances, 4, 31094-31100(2014). http://www.ingentaconnect.com/content/rsoc/20462069/2014/00000004/00000059/art00018

[19] Wang J, Chen-Wiegart K Y C, Wang J. In situ chemical mapping of a lithium-ion battery using full-field hard X-ray spectroscopic imaging[J]. Chemical Communications, 49, 6480-6482(2013).

[20] Ly E, Piot O, Wolthuis R et al. Combination of FTIR spectral imaging and chemometrics for tumour detection from paraffin-embedded biopsies[J]. The Analyst, 133, 197-205(2008). http://europepmc.org/abstract/MED/18227942

[21] Howland G A, Dixon P B, Howell J C. Photon-counting compressive sensing laser radar for 3D imaging[J]. Applied Optics, 50, 5917-5920(2011).

[22] Ulrich V, Fischer P, Riemann I et al. Compact multiphoton/single photon laser scanning microscope for spectral imaging and fluorescence lifetime imaging[J]. Scanning, 26, 217-225(2004). http://www.ncbi.nlm.nih.gov/pubmed/15536977

[23] Sytsma J, Vroom J M, de Grauw C J et al. Time-gated fluorescence lifetime imaging and microvolume spectroscopy using two-photon excitation[J]. Journal of Microscopy, 191, 39-51(2008).

[24] Rajendran K, Tao S Z, Abdurakhimova D et al. Ultra-high resolution photon-counting detector CT reconstruction using spectral prior image constrained compressed-sensing (UHR-SPICCS)[J]. Proceedings of SPIE, 10573, 1057318(2018). http://www.researchgate.net/publication/323678754_Ultra-High_Resolution_Photon-Counting_Detector_CT_Reconstruction_using_Spectral_Prior_Image_Constrained_Compressed-Sensing_UHR-SPICCS

[25] Lauzier P T, Chen G H. Characterization of statistical prior image constrained compressed sensing. I. applications to time-resolved contrast-enhanced CT[J]. Medical Physics, 39, 5930-5948(2012).

[26] Greenberg J, Krishnamurthy K, Brady D. Compressive single-pixel snapshot X-ray diffraction imaging[J]. Optics Letters, 39, 111-114(2014). http://dx.doi.org/10.1364/ol.39.000111

[27] Li C B. An efficient algorithm for total variation regularization with applications to the single pixel camera and compressive sensing[D](2004).

[28] Chen S S, Donoho D L, Saunders M A. Atomic decomposition by basis pursuit[J]. SIAM Journal on Scientific Computing, 20, 33-61(1998). http://search.ebscohost.com/login.aspx?direct=true&db=aph&AN=13217754&site=ehost-live

[29] Pati Y C, Rezaiifar R, Krishnaprasad P S. Orthogonal matching pursuit: recursive function approximation with applications to wavelet decomposition[C]. //Proceedings of 27th Asilomar Conference on Signals, Systems and Computers, November 1-3, 1993, Pacific Grove, CA, USA, 40-44(1993).

[30] Yu W K, Liu X F, Yao X R et al. Single-photon compressive imaging with some performance benefits over raster scanning[J]. Physics Letters A, 378, 3406-3411(2014). http://www.sciencedirect.com/science/article/pii/S0375960114009451

[31] Liu X F, Yao X R, Wang C et al. Quantum limit of photon-counting imaging based on compressed sensing[J]. Optics Express, 25, 3286-3296(2017). http://www.ncbi.nlm.nih.gov/pubmed/28241544/

[32] Lan R M, Liu X F, Yao X R et al. Single-pixel complementary compressive sampling spectrometer[J]. Optics Communications, 366, 349-353(2016).

[33] Wang C, Liu X F, Yu W K et al. Compressed spectral imaging with a spectrometer[J]. Optics Communications, 352, 45-48(2015).

[34] Wang C, Liu X F, Yu W K et al. Computational spectral imaging based on compressive sensing[J]. Chinese Physics Letters, 34, 104203(2017).

[35] Liu X F, Yu W K, Yao X R et al. Measurement dimensions compressed spectral imaging with a single point detector[J]. Optics Communications, 365, 173-179(2016).

[36] Liu S, Yao X R, Liu X F et al. Pile-up effect in an infrared single-pixel compressive LiDAR system[J]. Optics Express, 27, 22138-22146(2019). http://www.researchgate.net/publication/334621466_Pile-up_effect_in_an_infrared_single-pixel_compressive_LiDAR_system

[37] Lu R S, Shi Y Q, Hu H B. Review of three-dimensional imaging techniques for robotic vision[J]. Laser & Optoelectronics Progress, 57, 040001(2020).

[38] Coates P B. The correction for photon ‘pile-up’ in the measurement of radiative lifetimes[J]. Journal of Physics E: Scientific Instruments, 1, 878-879(1968). http://adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1968JPhE....1..878C&amp;db_key=PHY&amp;link_type=EJOURNAL