Laser & Optoelectronics Progress, Volume. 61, Issue 10, 1000007(2024)

Progress on Data Acquisition Methods for Holographic 3D Display

Zhuojian Tong, Jinbin Gui*, Lei Hu, and Xianfei Hu
Author Affiliations
  • Faculty of Science, Kunming University of Science and Technology, Kunming 650500, Yunnan, China
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    Figures & Tables(9)
    Schematic of time-of-flight method
    Scene and human reconstruction renderingsof Kinect2.0[41]
    Reconstruction of Emir’s costume[43]. (a) Basic model; (b) propagation model with a 70% reduction in the number of triangles; (c) propagation model with a 85% reduction in the number of triangles
    Diagram of multi-view 3D reconstruction
    Actual object reconstruction effect. (a) Main view of the object; (b) top view of the object
    Diagram of MVSNet structure[63]
    Diagram of R-MVSNet structure[64]
    Diagram of CVP-MVSNet structure[65]
    • Table 1. Test effects of different 3D reconstruction methods based on deep learning on DTU dataset

      View table

      Table 1. Test effects of different 3D reconstruction methods based on deep learning on DTU dataset

      MethodAccuracyCompletenessOverall score
      MVSNet630.3960.5270.462
      R-MVSNet640.3830.4520.417
      Point-MVSNet660.3420.4110.376
      CVP-MVSNet650.2960.4060.351
      CasMVSNet670.3250.3850.355
      UCSNet680.3380.3490.344
      BP-MVSNet690.3330.3200.327
      Fast-MVSNet700.3360.4030.370
      PVSNet710.3370.3150.326
      CER-MVS720.3590.3050.332
      HighRes-MVSNet730.3540.3930.373
      EPP-MVSNet740.4130.2960.355
      AACVP-MVSNet750.3570.3260.341
      PatchmatchNet760.4270.2770.352
      DRI-MVSNet770.4320.3270.379
      IterMVS780.3730.3540.363
      ASPPMVSNet790.3340.3600.347
      UniMVSNet800.3520.2780.315
      NP-CVP-MVSNet810.3560.2750.315
      ADIM-MVSNet820.3440.2980.321
      MVSFormer830.3270.2510.289
      JDACS840.5710.5150.543
      RC-MVSNet850.3960.2950.345
      KD-MVS860.3590.2950.327
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    Zhuojian Tong, Jinbin Gui, Lei Hu, Xianfei Hu. Progress on Data Acquisition Methods for Holographic 3D Display[J]. Laser & Optoelectronics Progress, 2024, 61(10): 1000007

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    Paper Information

    Category: Reviews

    Received: Sep. 14, 2023

    Accepted: Oct. 30, 2023

    Published Online: May. 6, 2024

    The Author Email: Jinbin Gui (jinbingui@163.com)

    DOI:10.3788/LOP232113

    CSTR:32186.14.LOP232113

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