• Photonic Sensors
  • Vol. 11, Issue 3, 350 (2021)
Chenglong YUAN, Qiurong YAN*, Yiqiang WU, Yifan WANG, and and Yuhao WANG
Author Affiliations
  • School of Information Engineering, Nanchang University, Nanchang 330031, China
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    DOI: 10.1007/s13320-020-0597-y Cite this Article
    Chenglong YUAN, Qiurong YAN, Yiqiang WU, Yifan WANG, and Yuhao WANG. Single Photon Compressive Imaging Based on Digital Grayscale Modulation Method[J]. Photonic Sensors, 2021, 11(3): 350 Copy Citation Text show less
    References

    [1] R. S. Bennink, S. J. Bentley, R. W. Boyd, and J. C. Howell, “Quantum and classical coincidence imaging,” Physical Review Letters, 2004, 92(3): 033601.

    [2] Q. R. Yan, H. Wang, C. L. Yuan, B. Li, and Y. H. Wang, “Large-area single photon compressive imaging based on multiple micro-mirrors combination imaging method,” Optics Express, 2018, 26(15): 19080–19090.

    [3] W. K. Yu, X. F. Liu, X. R. Yao, C. Wang, S. Q. Gao, G. J. Zhai, et al., “Single photon counting imaging system via compressive sensing,” Preprint arXiv, 2012: 1202.5866.

    [4] Y. S. Zhang, Y. Xiang, L. Y. Zhang, L. X. Yang, and J. Zhou, “Efficiently and securely outsourcing compressed sensing reconstruction to a cloud,” Information Sciences, 2019, 496(1): 150–160.

    [5] D. Liu, Q. S. Wang, Y. Zhang, X. Liu, J. Lu, and J. Sun, “FPGA-based real-time compressed sensing of multichannel EEG signals for wireless body area networks,” Biomedical Signal Processing and Control, 2019, 49(1): 221–230.

    [6] Z. Cui, J. L. Yang, S. D. Jiang, J. Li, L. Lin, and Y. Gu, “An infrared-small-target detection method in compressed sensing domain based on local segment contrast measure,” Infrared Physics & Technology, 2018, 93(1): 41–52.

    [7] W. Becker, A. Bergmann, M. A. Hink, K. Konig, K. Benndorf, and C. Biskup, “Fluorescence lifetime imaging by time-correlated single-photon counting,” Microscopy Research and Technique, 2004, 63(1): 58–66.

    [8] J. Romberg, “Imaging via compressive sampling,” IEEE Signal Processing Magazine, 2008, 25(2): 14–20.

    [9] M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, et al., “Single-pixel imaging via compressive sampling,” IEEE Signal Processing Magazine, 2008, 25(2): 83–91.

    [10] R. G. Baraniuk, “Compressive sensing [lecture notes],” IEEE Signal Processing Magazine, 2007, 24(4): 118–121.

    [11] Q. Tong, Y. L. Jiang, H. Y. Wang, and L. Guo, “Image reconstruction of dynamic infrared single-pixel imaging system,” Optics Communications, 2018, 410: 35–39.

    [12] Z. Zhang, X. Ma, and J. Zhong, “Single-pixel imaging by means of Fourier spectrum acquisition,” Nature Communications, 2015, DOI:10.1038/ncomms7225.

    [13] K. Taguchi and J. S. Iwanczyk, “Vision 20/20: Single photon counting x-ray detectors in medical imaging,” Medical Physics, 2013, DOI: 10.1118/1.4820371.

    [14] Y. Chen and Y. Chi, “Robust spectral compressed sensing via structured matrix completion,” IEEE Transactions on Information Theory, 2014, 60(10): 6576–6601.

    [15] M. J. Sun and J. M. Zhang, “Single-pixel imaging and its application in three-dimensional reconstruction: a brief review,” Sensors, 2019, DOI: 10.3390/s19030732.

    [16] M. J. Sun, M. P. Edgar, G. M. Gibson, B. Sun, N. Radwell, R. Lamb, et al., “Single-pixel three-dimensional imaging with time-based depth resolution,” Nature Communications, 2016, 7(1): 429–430.

    [17] B. Sun, M. P. Edgar, R. Bowman, L. E. Vittert, S. Welsh, A. Bowman, et al., “3D computational imaging with single-pixel detectors,” Science, 2013, 340(6134): 844–847.

    [18] Y. Xiao, W. L. Gao, G. H. Zhang, and H. Zhang, “Compressed sensing based apple image measurement matrix selection,” International Journal of Distributed Sensor Networks, 2015, 11(7): 5862–5875.

    [19] Y. Yu, A. P. Petropulu, and H. V. Poor, “Measurement matrix design for compressive sensing based MIMO radar,” IEEE Transactions on Signal Processing, 2011, 59(11): 5338–5352.

    [20] V. Tiwari, P. P. Bansod, and A. Kumar, “Designing sparse sensing matrix for compressive sensing to reconstruct high resolution medical images,” Cogent Engineering, 2015, DOI: 10.1080/23311916.2015.1017244.

    [21] H. Nouasria and M. Et-tolba, “New constructions of Bernoulli and Gaussian sensing matrices for compressive sensing,” in 2017 International Conference on Wireless Networks and Mobile Communications (WINCOM), Morocco, December 25, 2017, pp. 1–6.

    [22] J. Ding, D. Bao, Q. Wang, X. He, H. Bai, and S. Li, “A novel multi-dictionary framework with global sensing matrix design for compressed sensing,” Signal Processing, 2018, 152(1): 69–78.

    [23] W. K. Yu, X. F. Liu, X. R. Yao, C. Wang, G. J. Zhai, and Q. Zhao, “Single-photon compressive imaging with some performance benefits over raster scanning,” Physics Letters A, 2014, 378(45): 3406–3411.

    [24] X. F. Liu, W. K. Yu, X. R. Yao, B. Dai, L. Z. Li, C. Wang, et al., “Measurement dimensions compressed spectral imaging with a single point detector,” Optics Communications, 2016, 365: 173–179.

    [25] E. J. Candes, “The restricted isometry property and its implications for compressed sensing,” Comptes Rendus Mathematique, 2008, 346(9): 589–592.

    [26] Y. T. Chen and J. G. Peng, “Influences of preconditioning on the mutual coherence and the restricted isometry property of Gaussian/Bernoulli measurement matrices,” Linear and Multilinear Algebra, 2016, 64(9): 1750–1759.

    [27] H. Monajemi, S. Jafarpour, M. Gavish, Stat 330/CME 362 Collaboration, and D. L. Donoho, “Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices,” Proceedings of the National Academy of Sciences, 2013, 110(4): 1181–1186.

    [28] T. Huang, Y. Z. Fan, and M. Hu, “Compressed sensing based on random symmetric Bernoulli matrix,” in 2017 32nd Youth Academic Annual Conference of Chinese Association of Automation (YAC), China, May 19–21, 2017, DOI:10.1109/YAC.2017.7967403.

    [29] D. Dudley, W. M. Duncan, and J. Slaughter, “Emerging digital micromirror device (DMD) applications,” Proceedings of SPIE, 2003, DOI: f10.1117/12.480761.

    [30] K. Zhang, Y. Huang, J. Yan, and L. Sun, “Dynamic infrared scene simulation using grayscale modulation of digital micro-mirror device,” Chinese Journal of Aeronautics, 2013, 26(2): 394–400.

    [31] R. Hofling and E. Ahl, “ALP: Universal DMD controller for metrology and testing,” Proceedings of SPIE, 2004, DOI: 10.1117/12.528336.

    Chenglong YUAN, Qiurong YAN, Yiqiang WU, Yifan WANG, and Yuhao WANG. Single Photon Compressive Imaging Based on Digital Grayscale Modulation Method[J]. Photonic Sensors, 2021, 11(3): 350
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