Photonics Research, Volume. 8, Issue 10, 1624(2020)

Learning-based phase imaging using a low-bit-depth pattern

Zhenyu Zhou1, Jun Xia1、*, Jun Wu1, Chenliang Chang2, Xi Ye3, Shuguang Li3, Bintao Du1, Hao Zhang1, and Guodong Tong1
Author Affiliations
  • 1Joint International Research Laboratory of Information Display and Visualization, School of Electronic Science and Engineering, Southeast University, Nanjing 210096, China
  • 2Department of Bioengineering, University of California, Los Angeles, California 90095, USA
  • 3Shanghai Aerospace Electronic Technology Institute, Shanghai 201109, China
  • show less
    References(51)

    [17] R. Gerchberg, W. Saxton. Practical algorithm for determination of phase from image and diffraction plane pictures. Optik, 35, 237-246(1972).

    [46] O. Ronneberger, P. Fischer, T. Brox. U-net: convolutional networks for biomedical image segmentation. Medical Image Computing and Computer-Assisted Intervention, PT III, 9351, 234-241(2015).

    [48] G. B. Huang, M. Ramesh, T. Berg, E. Learned-Miller. Labeled faces in the wild: a database for studying face recognition in unconstrained environments(2007).

    [49] J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, L. Fei-Fei. ImageNet: a large-scale hierarchical image database. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 248-255(2009).

    [51] P. Hoyer. Non-negative matrix factorization with sparseness constraints. J. Mach. Learn. Res., 5, 1457-1469(2004).

    CLP Journals

    [1] Che Liu, Wen Ming Yu, Qian Ma, Lianlin Li, Tie Jun Cui, "Intelligent coding metasurface holograms by physics-assisted unsupervised generative adversarial network," Photonics Res. 9, B159 (2021)

    Tools

    Get Citation

    Copy Citation Text

    Zhenyu Zhou, Jun Xia, Jun Wu, Chenliang Chang, Xi Ye, Shuguang Li, Bintao Du, Hao Zhang, Guodong Tong, "Learning-based phase imaging using a low-bit-depth pattern," Photonics Res. 8, 1624 (2020)

    Download Citation

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

    Category: Image Processing and Image Analysis

    Received: May. 25, 2020

    Accepted: Aug. 13, 2020

    Published Online: Sep. 29, 2020

    The Author Email: Jun Xia (xiajun@seu.edu.cn)

    DOI:10.1364/PRJ.398583

    Topics