Infrared and Laser Engineering, Volume. 49, Issue S1, 20190500(2020)

Compressive sensing tomographic reconstruction of non-amplifying in-line hologram based on variable density downsampling in frequency domain

Wu Xiaoyan1, Yu Yingjie2, Bai Yuewei1、*, Nie Li11, Liu Kai1, Pan Fangyu1, and Wang Xiaogang1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(20)

    [1] [1] Bharathi S S, Radhakrishnan N, Prasad P B. Machine vision solutions in automotive industry [C]//Soft Computing Techniques in Engineering Applications. Berlin: Springer International Publishing, 2014.

    [2] [2] Goodman J W, Lawrence R. Digital image formation from electronically detected holograms[J]. Applied Physics Letters, 1967, 11(3): 77-79.

    [3] [3] Donoho D L. Compressed sensing [J]. IEEE Transactions on Information Theory, 2006, 52(4): 1289-1306.

    [4] [4] Rivenson Y, Stern A, Javidi B. Overview of compressive sensing techniques applied in holography [J]. Applied optics, 2003, 52(1): A423-A432.

    [5] [5] Rivenson Y, Stern A, Javidi B. Improved depth resolution by single-exposure in-line compressive holography [J]. Applied Optics, 2013, 52(1): A223-A231.

    [6] [6] David J B, Choi K, Daniel L M, et al. Compressive holography [J]. Optics Express, 2009, 17(15): 13040-13049.

    [7] [7] Brodoline A, Rawat N, Alexandre D, et al. 4D compressive sensing holographic imaging of small moving objects with multiple illuminations[J]. Applied Optics, 2019, 58(34): G127-G134.

    [8] [8] Weng Jiawen, Li Hai, Yang Chuping, et al. Reconstruction of off-axis fresnel hologram by compressive sensing [J]. Opto-Electronic Engineering, 2015, 42(1): 32-38.

    [9] [9] de Souza J C, Freire Jr R B R, dos Santos P A M. Compressive holography with resolution improvement and lensless adjustable magnification[J]. Optics Communications, 2019, 437: 337-341.

    [10] [10] Wan Y, Man T, Wu F, et al. Parallel phase-shifting self-interference digital holography with faithful reconstruction using compressive sensing [J]. Optics and Lasers in Engineering, 2016, 86(1): 38-43.

    [11] [11] Leportier T, Park M C. Holographic reconstruction by compressive sensing [J]. Journal of Optics, 2017, 19(6): 065704.

    [12] [12] Hu Youjun, Zhou Xin, Yue Jianming, et al. Single pixel fourier hologram imaging system based on compressive sensing [J]. Laser Journal, 2016, 37(7): 7-10. (in Chinese)

    [13] [13] Weng Jiawen, Qin Yi, Yang Chuping, et al. Reconstruction of single low-coherence digital hologram by compressive sensing [J]. Laser & Optoelectronics Progress, 2015, 52: 100901. (in Chinese)

    [14] [14] Weng Jiawen, Yang Chuping, Li Hai. Self-interference incoherent digital holography by compressive sensing [J]. Acta Optica Sinica, 2016, 36(2): 0209001. (in Chinese)

    [15] [15] Sun A, Ding Z, Sheng Y, et al. Optical scanning holography based on compressive sensing using a digital micro-mirror device [J]. Optics Communications, 2017, 385: 19-24.

    [16] [16] Li Jun, Pan Yangyang, Li Jiaosheng, et al. Compressive holographic imaging based on single in-line hologram and superconducting nanowire single-photon detector[J]. Optics Communications, 2015, 355: 326-330.

    [17] [17] Li S, Zhao G, Sun H, et al. Compressive sensing imaging of 3-D object by a holographic algorithm [J]. IEEE Transactions on Antennas and Propagation, 2018, 66(12): 7295-7304.

    [18] [18] Cull C F, Wikner D A, Mait J N, et al. Millimeter-wave compressive holography [J].Applied Optics, 2010, 49(19): E67-E82.

    [19] [19] Bioucas-Dias J M, Figueiredo M A T. A new twist: two-step iterative shrinkage/thresholding algorithms for image restoration [J]. IEEE Transactions on Image Processing, 2007, 16(12): 2992-3004.

    [20] [20] Wang Z, Bovik A C. A universal image quality index [J].IEEE Signal Processing Letters, 2002, 9(3): 81-84.

    Tools

    Get Citation

    Copy Citation Text

    Wu Xiaoyan, Yu Yingjie, Bai Yuewei, Nie Li1, Liu Kai, Pan Fangyu, Wang Xiaogang. Compressive sensing tomographic reconstruction of non-amplifying in-line hologram based on variable density downsampling in frequency domain[J]. Infrared and Laser Engineering, 2020, 49(S1): 20190500

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Dec. 11, 2019

    Accepted: Jan. 21, 2020

    Published Online: Feb. 5, 2021

    The Author Email: Yuewei Bai (ywbai@sspu.edu.cn)

    DOI:10.3788/irla20190500

    Topics