Laser Technology, Volume. 47, Issue 1, 73(2023)

Digital holographic phase unwrapping based on UMnet

CHEN Cuiru1, WANG Huaying1,2, ZHAO Baoqun1,2, WANG Xue1,2, ZHU Qiaofen1,2, WANG Jieyu1, WANG Wenjian1, and LEI Jialiang1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(25)

    [1] [1] DEPEURDINGE C D, CUCHE E, MARQUET P, et al. Digital holography applied to microscopy[J]. Proceedings of the SPIE, 2002, 4659: 30-34.

    [2] [2] GOLDSTEIN R M, ZEBKER H A, WERNER C L. Satellite radar interferometry: Two dimensional phase unwrapping[J]. Radio Science, 2016, 23(4): 713-720.

    [3] [3] AREYALILLO-HERRAEZ M, VILLATORO F R, GDEISAT M A. A robust and simple measure for quality guided 2D phase unwrapping algorithms[J]. IEEE Transactions on Image Processing, 2016, 25(6):2601-2609.

    [4] [4] ZHANG R, YAN L P, ZHANG H Y, et al. Region-growing phase unwrapping algorithm based on branch-cuts and reliability[J]. Journal of Zhejiang Sci-Tech University(Natural Sciences Edition), 2019,41(4):474-481 (in Chinese).

    [6] [6] PATIL P, VYASARAYANI C P, RAMJI M. Linear least squares approach for evaluating crack tip fracture parameters using isochromatic and isoclinic data from digital photoelasticity[J]. Optics and Lasers in Engineering, 2017, 93(1):182-194.

    [7] [7] MA Sh J, FANG R. Automatic compensation algorithm of phase aberration in digital holographic microscopy[J]. Journal of Northeastern University(Natural Science Edition), 2020,41(11):1591-1595 (in Chinese).

    [9] [9] LI Sh L, DENG X F, WANG H Y. Comparison of three kinds of phase unwrapping algorithm in digital holographic microscopy [J]. Optical Technique, 2020,46(1):56-60 (in Chinese).

    [11] [11] ZUO Ch, FENG Sh J, ZHANG X Y,et al. Deep learning based computational imaging:Status,challenges, and future[J].Acta Optica Sinica, 2020, 40(1):0111003 (in Chinese).

    [12] [12] DI J L, TANG S, WU J, et al. Research progress in the applications of convolutional neural networks in optical information processing [J]. Laser & Optoelectronics Progress, 2021,58(16):1600001 (in Chinese).

    [14] [14] CHANG J,GUAN Sh Q,SHI H Y,et al. Strip defect classification based on improved generative adversarial networks and MobileNetV3[J]. Laser & Optoelectronics Progress,2021,58(4):0410016(in Chinese).

    [15] [15] ZHENG Sh J, QIU S, LI Q L, et al. Fourier transform channel a-ttention network for cholangiocarcinoma hyperspectral image segmentation[J]. Journal of Image and Graphics, 2021,26(8):1836-1846 (in Chinese).

    [16] [16] WU J, ZHOU H, WU D, et al. Study of phase unwrapping algorithm from the undersampled phase [J]. Laser & Optoelectronics Progress, 2016,53(5): 051003 (in Chinese).

    [17] [17] PANDEY N,GHOSH A,KHARE K.Two-dimensional phase unwrapping using the transport of intensity equation[J]. Applied Optics, 2016, 55(9):2418-2425.

    [18] [18] CHENG H,DENG H L,SHEN C,et al. Phase retrieval based on transport of intensity equation and image interpolation[J].Infrared and Laser Engineering,2018,47(10):356-362.

    [19] [19] CHEN N,ZUO Ch, LEE B.3D imaging based on depth measurement[J].Infrared and Laser Engineering, 2019,48(6):199-223 (in Chinese).

    [20] [20] LIU G X, HUANG J, LIU S Y, et al. AutoML method for semantic segmentation of machine vision [J]. Laser Journal, 2019,40(6):1-9(in Chinese).

    [21] [21] JIA W, XIA W, ZHAO Y, et al. 2D and 3D palmprint and palm vein recognition based on neural architecture search[J]. International Journal of Automation and Computing, 2021, 18(3):377-409.

    [22] [22] XIAO W, LI J, PAN F, et al. Super-revolution in digital holographic phase cell image based on USENet [J]. Acta Photonica Sinica, 2020,49(6): 0610001 (in Chinese).

    [23] [23] LI Y H, L X Q, GU Y, et al. Face detection algorithm based on improved S3FD network[J]. Laser Technology, 2021, 45(6): 722-728(in Chinese).

    [25] [25] WU Y M, SONG G Q, FENG Y P, et al. Development and latest application of digital holographic microscopy in medical imaging[J].Imaging Science and Photochemistry, 2016,34(1):23-29(in Chinese).

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    CHEN Cuiru, WANG Huaying, ZHAO Baoqun, WANG Xue, ZHU Qiaofen, WANG Jieyu, WANG Wenjian, LEI Jialiang. Digital holographic phase unwrapping based on UMnet[J]. Laser Technology, 2023, 47(1): 73

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    Paper Information

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    Received: Jan. 6, 2022

    Accepted: --

    Published Online: Apr. 12, 2023

    The Author Email:

    DOI:10.7510/jgjs.issn.1001-3806.2023.01.011

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