Laser & Optoelectronics Progress, Volume. 62, Issue 14, 1415008(2025)

3D Reconstruction of Highly Reflective Surfaces Based on Transmissive Liquid Crystal Display

Xiuqing Shen1,2, Mingling Luo1,2, Meng Jia3, Lei Lü4, and Shiqian Wu1,2、*
Author Affiliations
  • 1School of Artificial Intelligence and Automation, Wuhan University of Science and Technology, Wuhan 430081, Hubei , China
  • 2Institute of Robotics and Intelligent Systems, Wuhan University of Science and Technology, Wuhan 430081, Hubei , China
  • 3College of Mechanical and Electrical Engineering, Xinxiang University, Xinxiang 453003, Henan , China
  • 4Institute for Complexity Science, Henan University of Technology, Zhengzhou 450001, Henan , China
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    Figures & Tables(12)
    Structured light 3D reconstruction system
    Calibration algorithm flowchart
    Schematic diagram of calibration system
    Patterns in the calibration process. (a) Checkerboard pattern displayed on the LCD; (b) pattern taken by the camera under strong light source; (c) pattern after global inverse binarization; (d) color marking
    Mismatched impact estimation models
    Variation of minimum precision with overexposure area and scale coefficient
    Calibration tools. (a) High precision industrial calibration board; (b) standard sphere; (c) standard plate
    Schematic diagrams of metal parts and their point cloud images before and after LCD modulation; (a1)(a2) Original images of metal parts; (b1)(b2) images of metal parts after LCD modulation; (c1)(c2) original image point cloud of the metal parts; (d1)(d2) point cloud image of metal parts after LCD modulation
    Gray scale histograms of metal parts; (a1)(a2) Gray scale histogram of the original metal parts image; (b1)(b2) gray scale histogram of metal parts image after LCD modulation
    3D reconstruction of milk carton. (a) Original image of milk carton; (b) gray scale histogram of the milk carton original image; (c) point cloud image of original milk carton; (d) image of milk carton after LCD modulation; (e) gray scale histogram of milk carton image after LCD modulation; (f) point cloud image of milk carton after LCD modulation
    3D reconstruction of head sculpture. (a) Original image of head sculpture; (b) gray scale histogram of the original head sculpture image; (c) point cloud image of original head sculpture; (d) image of head sculpture after LCD modulation; (e) gray scale histogram of head sculpture image after LCD modulation; (f) point cloud image of head sculpture after LCD modulation
    • Table 1. Fitting errors for standard sphere and standard plate

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      Table 1. Fitting errors for standard sphere and standard plate

      Standard partRMS or radius error (no LCD) /mmRMS or radius error (LCD) /mmRelative variation
      Standard sphere0.0680.072+5.88%
      Radius of standard sphere-0.0047-0.0069+0.0022 mm
      Standard plate0.0580.063+8.62%
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    Xiuqing Shen, Mingling Luo, Meng Jia, Lei Lü, Shiqian Wu. 3D Reconstruction of Highly Reflective Surfaces Based on Transmissive Liquid Crystal Display[J]. Laser & Optoelectronics Progress, 2025, 62(14): 1415008

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    Paper Information

    Category: Machine Vision

    Received: Jan. 16, 2025

    Accepted: Feb. 17, 2025

    Published Online: Jul. 4, 2025

    The Author Email: Shiqian Wu (shiqian.wu@wust.edu.cn)

    DOI:10.3788/LOP250530

    CSTR:32186.14.LOP250530

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