Chinese Journal of Liquid Crystals and Displays, Volume. 38, Issue 6, 748(2023)

Real-time high-precision model reconstruction based on global optimization

Xin-ao XU1,2,3、#, Yi-xuan LI1,2,3、#, Jia-ming QIAN1,2,3, Shi-jie FENG1,2,3, and Chao ZUO1,2,3、*
Author Affiliations
  • 1Smart Computational Imaging Laboratory(SCILab),School of Electronic and Optical Engineering,Nanjing University of Science and Technology,Nanjing 210094,China
  • 2Smart Computational Imaging Research Institute(SCIRI)of Nanjing University of Science and Technology,Nanjing 210019,China
  • 3Jiangsu Key Laboratory of Spectral Imaging & Intelligent Sense,Nanjing 210094,China
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    Figures & Tables(9)
    Principle of stereo phase unwrapping method
    Overall framework of the proposed real-time high-precision model reconstruction method
    Schematic diagram of graph optimization algorithm
    Comparison of initialization effects of point cloud position and pose.(a)Pose initialization effect of existing methods;(b)Pose initialization effect of the method proposed in this paper;(c)Corresponding partial enlargement of(a);(d)Corresponding partial enlargement of(b).
    Comparison of point cloud global registration effect.(a)Complete point cloud model derived by the method proposed in this paper;(b)10 times downsampling result of(a);(c)Complete point cloud model derived by existing method;(d)10 times downsampling result of Fig.5(c);(e),(g),(i),(k)Corresponding partial enlarged pictures of Fig.5(b),(d);(f),(h),(j),(l)Triangular display corresponding to Fig.5(e),(g),(i),(k).
    Display of point cloud registration results.(a)Complete point cloud model of the David model;(b)Corresponding triangulation display of Fig.6(a);(c)Complete point cloud model of the pirate model;(d)Corresponding triangulation display of Fig.6(c).
    Analysis of reconstruction results of precision ball and pirate model.(a),(c)Positional relationship between the precision ball and the pirate model;(b),(d)Reconstruction results of precision ball and pirate model after one rotation;(e),(f)Error distribution after spherical fitting.
    • Table 1. Time-consuming of adjacent frame registration algorithm

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      Table 1. Time-consuming of adjacent frame registration algorithm

      IndexCalculation time(David)Calculation time(Pirate)IndexCalculation time(David)Calculation time(Pirate)
      0153341406621343
      0255247407619770
      0356776308762537
      0456644409903502
      0564547910643675
    • Table 2. Time-consuming of adjacent key frame registration

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      Table 2. Time-consuming of adjacent key frame registration

      IndexCalculation time(David)Calculation time(Pirate)IndexCalculation time(David)Calculation time(Pirate)
      012.33.4062.32.5
      022.53.0072.42.4
      032.92.7082.52.8
      042.42.2092.73.1
      052.52.2102.63.0
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    Xin-ao XU, Yi-xuan LI, Jia-ming QIAN, Shi-jie FENG, Chao ZUO. Real-time high-precision model reconstruction based on global optimization[J]. Chinese Journal of Liquid Crystals and Displays, 2023, 38(6): 748

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    Paper Information

    Category: Research Articles

    Received: Mar. 3, 2023

    Accepted: --

    Published Online: Jun. 29, 2023

    The Author Email: Chao ZUO (zuochao@njust.edu.cn)

    DOI:10.37188/CJLCD.2023-0086

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