Laser & Optoelectronics Progress, Volume. 58, Issue 24, 2400001(2021)

Calibration Methods and Progress for Internal and External Parameters of Area-Array Camera

Yanqing Shi, Caixia Chang, Xiaohong Liu, Ziyu Li, Zonghua Zhang*, Nan Gao, and Zhaozong Meng
Author Affiliations
  • School of Mechanical Engineering, Hebei University of Technology, Tianjin 300130, China
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    Figures & Tables(21)
    Imaging model of pinhole camera[23]
    Lens distortion
    Plane calibration boards. (a) Checkerboard; (b) solid circle; (c) concentric ring; (d) phase target
    Radial distortion of lens
    Partial processes of chessboard calibration method. (a) Checkerboard patterns captured by camera under different poses; (b) corners of calibration image
    Double parallel plane model
    Schematic of perspective protection of spatial circle[31]
    Perspective projection transformation of spatial concentric circle[33]. (a) Concentric circle in object plane; (b) concentric circle in imaging plane
    Principle diagram of line-edge segmentation[40]. (a) Principle of segmentation; (b) result of segmentation
    Iterative calibration process of circular feature points on target[46]
    Phase target patterns. (a) Horizontal sinusoidal fringe; (b) vertical sinusoidal fringe; (c) phase target determined by horizontal and vertical sinusoidal fringes
    Mapping relationship between world coordinates of phase points and camera pixel coordinates[55]
    New applications of camera technology. (a) Optical system and opto-mechanical image of spatial fisheye camera[94]; (b) 3D shape measurement of specular objects based on bi-telecentric lens camera[95]; (c) application and calibration of underwater camera[96]; (d) application and calibration of defocus camera[97]
    Checkerboard images before and after calibration [103]. (a) Distorted; (b) corrected
    Self-calibration method in Ref. [104]
    Calibration of wide-angle lens distortion[103]. (a) Diagram of experimental apparatus; (b) radial distorted phase distribution
    Schematic of bi-telecentric camera system[106]
    Calibration process of defocus camera[117]
    Estimation procedures of defocus map[97]
    Calibration process of camera[116]
    • Table 1. Performance comparison among different calibration methods

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      Table 1. Performance comparison among different calibration methods

      MethodRef.TargetComplexitySpeedAccuracyRobustness
      Traditional calibration method[35]YesLowMediumLowLow
      [39]YesHighLowHighHigh
      [28]YesLowMediumHighHigh
      [43]YesHighLowHighHigh
      [33]YesMediumMediumHighHigh
      [55]YesLowHighHighHigh
      Self-calibration method[63]NoHighHighLowLow
      [65]NoMediumHighLowLow
      [72]NoMediumHighLowMedium
      Active-vision-based calibration method[76]NoLowHighLowMedium
      [77]YesLowHighMediumMedium
      [81]NoLowHighMediumMedium
      [82]NoLowHighMediumHigh
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    Yanqing Shi, Caixia Chang, Xiaohong Liu, Ziyu Li, Zonghua Zhang, Nan Gao, Zhaozong Meng. Calibration Methods and Progress for Internal and External Parameters of Area-Array Camera[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2400001

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    Paper Information

    Category: Reviews

    Received: Jul. 1, 2021

    Accepted: Aug. 26, 2021

    Published Online: Oct. 19, 2021

    The Author Email: Zonghua Zhang (zhzhang@hebut.edu.cn)

    DOI:10.3788/LOP202158.2400001

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