Chinese Journal of Liquid Crystals and Displays, Volume. 38, Issue 10, 1361(2023)

Research progress of virtual view rendering technology for light field display

Jian ZHAO1,2、*, Zi-yao DAI1, Yi-quan DING1, and Jun XIA2、**
Author Affiliations
  • 1School of Computer Engineering,Nanjing Institute of Technology,Nanjing 211167,China
  • 2School of Electronic Science and Engineering,Southeast University,Nanjing 210096,China
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    Figures & Tables(22)
    Schematic diagram of dual-view display.(a)HUD;(b)3D glasses stereoscopic display;(c)Eye-tracking naked-eye 3D display.
    Naked-eye 3D display based on eye tracking
    Schematic diagram of vergence-accommodation.(a)Natural state;(b)Near-eye display;(c)Naked eye 3D display.
    Schematic diagram of near-eye light field display system
    Near-eye display combining Maxwellian-view and light-field methods[19]
    Near-eye display based on multilayer liquid crystal
    Holographic near-eye displays based on overlap-add stereograms
    Near-eye display based on composite light field
    Integral imaging 3D display by using a transmissive mirror device.(a)System structure diagram;(b)Elemental image array.
    Light field display based on a new lenticular lens array
    Volumetric display
    Tabletop integral imaging 3D display
    Virtual viewpoint synthesis technology based on single viewpoint
    Schematic diagram of neural radiance fields.(a)5D input;(b)Output.
    Algorithm for enhancing virtual view image quality
    Schematic diagram of Instant NeRF
    Schematic diagram of depth-image-based rendering
    Schematic diagram of model-based rendering
    Schematic diagram of sparse viewpoint-based rendering
    • Table 1. Parameter comparison of typical light-field displays

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      Table 1. Parameter comparison of typical light-field displays

      显示方式技术方案视场角/(°)视点数
      双视点显示AR/VR5~452
      裸眼3D显示745
      多视点显示Maxwell1931.512×12
      全息光场2231.59×9
      多层液晶213613×13
      集成成像253512×12
      视网膜投影23374×1
      集成成像271731×31
      超多视点显示光场显示2870×3011 000
      桌面3D显示29360360
      体三维9360512
    • Table 2. Performance comparison of typical NeRF mode

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      Table 2. Performance comparison of typical NeRF mode

      PSNRSSIMInference speedRendering speed/(f·s-1
      NeRF4431.010.94710.023
      NSVF4031.740.95130.815
      KiloNeRF4231.000.952 16510.64
      EfficientNeRF4131.680.9544 000+238.46
      FastNeRF4529.970.944 000+200+
    • Table 3. Source link of typical NeRF mode

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      Table 3. Source link of typical NeRF mode

      开源链接
      NeRFhttps://github.com/yenchenlin/nerf-pytorch.git
      NSVFhttps://github.com/facebookresearch/NSVF.git
      KiloNeRFhttps://github.com/creiser/kilonerf.git
      EfficientNeRFhttps://github.com/dvlab-research/EfficientNeRF.git
      FastNeRFhttps://microsoft.github.io/FastNeRF/
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    Jian ZHAO, Zi-yao DAI, Yi-quan DING, Jun XIA. Research progress of virtual view rendering technology for light field display[J]. Chinese Journal of Liquid Crystals and Displays, 2023, 38(10): 1361

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    Paper Information

    Category: Research Articles

    Received: Jun. 30, 2023

    Accepted: --

    Published Online: Oct. 25, 2023

    The Author Email: Jian ZHAO (zhaojian@njit.edu.cn), Jun XIA (xiajun@seu.edu.cn)

    DOI:10.37188/CJLCD.2023-0228

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