• Acta Photonica Sinica
  • Vol. 47, Issue 12, 1210001 (2018)
XIAO Wen1、*, YANG Lu1, PAN Feng1, CAO Run-yu1, YAO Tian2, and LI Xiao-ping2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/gzxb20184712.1210001 Cite this Article
    XIAO Wen, YANG Lu, PAN Feng, CAO Run-yu, YAO Tian, LI Xiao-ping. Automatic Phase Aberration Compensation for Digital Holographic Microscopy Combined with Phase Fitting and Deep Learning[J]. Acta Photonica Sinica, 2018, 47(12): 1210001 Copy Citation Text show less
    References

    [1] YAMAGUCHI I, ZHANG T. Three-dimensional microscopy with phase-shifting digital holography[J]. Optics Letters, 1998, 23(15): 1221-1223.

    [2] KREIS T M, ADAMS M, JUEPTNER W P O. Digital in-line holography in particle measurement[C]. Interferometry '99: Techniques and Technologies. International Society for Optics and Photonics, 1999: 54-64.

    [3] NAUGHTON T J, FRAUEL Y, JAVIDI B, et al. Compression of digital holograms for three-dimensional object recognition[C].Algorithms and Systems for Optical Information Processing V. International Society for Optics and Photonics, 2001: 4124-4132.

    [4] YUAN C J, ZHONG L Y, ZHU Y, et al. The studies of premagnification and phase-shifting lensless Fourier digital holography[J]. Laser Journal, 2004, 25(6): 51-53.

    [5] MANN C, YU L, LO C M, et al. High-resolution quantitative phase-contrast microscopy by digital holography[J]. Optics Express, 2005, 13(22): 8693-8698.

    [6] FERRARO P, DE N S, FINIZIO A, et al. Compensation of the inherent wave front curvature in digital holographic coherent microscopy for quantitative phase-contrast imaging[J]. Applied Optics, 2003, 42(11): 1938-1946

    [7] CUCHE E, MARQUET P, DEPEURSINGE C. Simultaneous amplitude-contrast and quantitative phase-contrast microscopy by numerical reconstruction of Fresnel off-axis holograms[J]. Applied Optics, 1999, 38(34): 6994-7001.

    [8] COLOMB T, CUCHE E, CHARRIRE F, et al. Automatic procedure for aberration compensation in digital holographic microscopy and applications to specimen shape compensation[J]. Applied Optics, 2006, 45(5): 851-863.

    [9] COLOMB T, MONTFORT F, KHN J, et al. Numerical parametric lens for shifting, magnification, and complete aberration compensation in digital holographic microscopy[J]. Journal of the Optical Society of America A: Optics Image Science & Vision, 2006, 23(12): 3177-3190.

    [10] COLOMB T, KHN J, CHARRIRE F, et al. Total aberrations compensation in digital holographic microscopy with a reference conjugated hologram[J]. Optics Express, 2006, 14(10): 4300-4306.

    [11] LIU S, PAN F, WANG Z, et al. Long-term quantitative phase-contrast imaging of living cells by digital holographic microscopy[J]. Laser Physics, 2011, 21(4): 740-745.

    [12] QU Wei-juan, YU Ying-jie, CHOO C O, et al. Digital holographic microscopy with physical phase compensation[J]. Optics Letters, 2009, 34(8): 1276-1278.

    [13] ZUO C, CHEN Q, QU W, et al. Phase aberration compensation in digital holographic microscopy based on principal component analysis[J]. Optics Letters, 2013, 38(10): 1724

    [14] LIU S, LIAN Q, YUAN Q, et al. Automatic phase aberration compensation for digital holographic microscopy based on phase variation minimization[J]. Optics Letters, 2018, 43(8): 1870.

    [15] NGUYEN T, BUI V, TRAN D, et al. Deep learning bi-telecentric digital holographic microscopy for aberration compensation applied to cancer cells[C]. OSA Digital Holography & 3-D Imaging, 2017: Tu2A.5

    [16] NGUYEN T, BUI V, LAM V, et al. Automatic phase aberration compensation for digital holographic microscopy based on deep learning background detection.[J]. Optics Express, 2017, 25(13): 15043-15057.

    [17] LAI M. Deep learning for medical image segmentation[J]. Computer Science, 2015.

    [18] MOESKOPS P, WOLTERINK J M, VELDEN B H M V D, et al. Deep learning for multi-task medical image segmentation in multiple modalities[C]. International Conference on Medical Image Computing and Computer-Assisted Intervention, 2017: 478-486.

    [19] Cell image library[EB/OL]. [2018-07-13]. http: //www.cellimagelibrary.org

    CLP Journals

    [1] YAO Hong-ge, SHEN Xin-xia, LI Yu, YU Jun, LEI Song-ze. Multi-modal Fusion Brain Tumor Detection Method Based on Deep Learning[J]. Acta Photonica Sinica, 2019, 48(7): 717001

    XIAO Wen, YANG Lu, PAN Feng, CAO Run-yu, YAO Tian, LI Xiao-ping. Automatic Phase Aberration Compensation for Digital Holographic Microscopy Combined with Phase Fitting and Deep Learning[J]. Acta Photonica Sinica, 2018, 47(12): 1210001
    Download Citation