Laser & Optoelectronics Progress, Volume. 59, Issue 14, 1415001(2022)

Progresses on Imaging System Calibration and 3D Measurement Based on Ray Model

Xiaoli Liu1,2、*, Yang Yang1,2, Jing Yu1,2, Yupei Miao1,2, Xiaojie Zhang1,2, Xiang Peng1,2, and Qifeng Yu1,2,3
Author Affiliations
  • 1Shenzhen Key Laboratory of Intelligent Optical Measurement and Sensing, College of Physics and Optoelectronic Engineering, Shenzhen University, Shenzhen 518060, Guangdong , China
  • 2Key Laboratory of Optoelectronic Devices and System, Ministry of Education, Shenzhen 518060, Guangdong , China
  • 3College of Aerospace Science and Engineering, National University of Defense Technology, Changsha 410073, Hunan, China
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    Figures & Tables(35)
    Schematic of ray model of imaging system
    Schematic of ray's parameter representation
    Calibration of three-point ray model
    Biplane calibration method[43]. (a) Target pose planning with biplane method; (b) binary encoded image; (c) index table
    Calibration of universal ray model[44]. (a) Pinhole camera; (b) fish eye lens
    Ray calibration scheme for large field-of-view imaging system[45]. (a) Pose planning of target for large field-of-view fish eye lens; (b) pose planning of target for spherical catadioptric system; (c) pose planning of target for ray calibration of non-central fish eye camera
    Calibration of multi-view imaging system[46]. (a) Binocular stereo system; (b) catadioptric system composed of spherical mirror and perspective camera
    Ray implicit calibration method[54]
    Residual vector maps after distortion correction[58]. (a) Checkerboard method; (b) active target method
    Scheimpflug structure of fringe structured light microscopic three-dimensional measurement system[61]
    Principle of fringe structured light three-dimensional measurement based on ray model[61]
    Diagram of simplified target attitude[61]
    Small field-of-view fringe projection measurement system based on Scheimpflug structure[62]
    Local three-dimensional measurement results of a nickel coin[61]
    Diagram of light field imaging device. (a) Thin-lens pinhole model to characterize light field imaging[66]; (b) ray model to characterize light field imaging[40]
    Schematic of camera-auxiliary structured light field ray calibration[40]
    Schematic of 3D reconstruction of structured light field[40]
    Ray calibration results of light field camera[40]. (a) Calibration fitting accuracy of ray; (b) partial ray distribution under the same viewing angle
    3D measurement of highly dynamic scene in structured light field[73]
    Multi-view 3D measurement in structured light field[40]
    Schematic of working principle of two-axis MEMS projection device based on laser scanning
    Schematic of projection ray calibration model[64]
    Projection ray calibration results[64]. (a) Calibration result of one ray; (b) calibration result of partial rays
    Fitting error distribution of MEMS projection three-dimensional measurement system based on ray model for standard sphere[64]
    Fitting error distribution of standard plane point cloud reconstructed by two methods[64]. (a) Projective model (3-step phase shifting); (b) ray model (3-step phase shifting)
    3D reconstruction results of different models for plaster sculptures[64]. (a) Projective model(3-step phase shifting); (b) ray model(3-step phase shifting); (c) projective model(12-step phase shifting); (d) ray model (12-step phase shifting)
    Schematic of working principle of uniaxial MEMS laser scanning projection device[65]
    Schematic of three-dimensional phase mapping based on uniaxial MEMS[65]
    Calibration diagram of 3D measurement system based on uniaxial MEMS projection of plane target[65]
    Measurement result and error distribution for standard plane[65]. (a) Standard plane; (b) laser MEMS projection fringe; (c) point cloud of reconstructed standard plane; (d) error distribution
    3D measurement system and dynamic reconstruction scene[65]
    Schematic of camera ray mapping coefficient calibration method
    Camera ray calibration results of fringe projection 3D measurement system based on different lenses. (a) Telecentric lens; (b) conventional lens; (c) wide angle lens
    Fitting error distribution of standard sphere obtained by fringe projection measurement system based on wide-angle lens. (a) Projective model; (b) ray model
    • Table 1. Variables and coefficients represented by Ci and Tik

      View table

      Table 1. Variables and coefficients represented by Ci and Tik

      iCiTi1Ti2Ti4
      10
      20
      30
      40
      50
      60
      70
      80
      90
      100
      110
      120
      130
      140
      150
      160
      170
      180
      190
      200
      210
      220
      230
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    Xiaoli Liu, Yang Yang, Jing Yu, Yupei Miao, Xiaojie Zhang, Xiang Peng, Qifeng Yu. Progresses on Imaging System Calibration and 3D Measurement Based on Ray Model[J]. Laser & Optoelectronics Progress, 2022, 59(14): 1415001

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    Paper Information

    Category: Machine Vision

    Received: May. 24, 2022

    Accepted: Jun. 15, 2022

    Published Online: Jun. 30, 2022

    The Author Email: Liu Xiaoli (lxl@szu.edu.cn)

    DOI:10.3788/LOP202259.1415001

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