Infrared and Laser Engineering, Volume. 52, Issue 1, 20220326(2023)

Light field camera modeling and distortion correction improvement method

Shourui Yang, Wanying Duan, Wenyu Ai, and Shengyong Chen
Author Affiliations
  • Key Laboratory of Vision and System of Ministry of Education, School of Computer Science and Engineering, Tianjin University of Technology, Tianjin 300384, China
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    Figures & Tables(11)
    Geometric model of light field camera
    The relative coordinates are converted to absolute coordinates
    Representation of light on the plane of the image sensor, the plane of the micro lens array, and the plane of the main lens
    Light path in the light field camera model
    Sub-aperture image representation. (a) Sub-aperture image representation of one angle of a given viewpoint; (b) Original light field image; (c) Sub-aperture image of all angles
    Virtual camera center position
    Light rays from one point to two sub-aperture images at different angles
    Reprojection error model. (a) Conventional camera projection error; (b) Light field camera projection error
    Light field camera calibration experiment system
    Reprojection error of 30.0 mm calibration board checkerboard. (a) No nonlinear optimization and distortion correction; (b) Nonlinear optimization distortion correction; (c) The method of Dansereau nonlinear optimization and distortion correction
    • Table 1. Before and after optimization of light field camera parameters

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      Table 1. Before and after optimization of light field camera parameters

      ParameterInitial valueOptimized value
      H1,10.00090.0005
      H1,30−0.0004
      H1,5−0.00440.0812
      H2,20.00090.0005
      H2,40−0.0005
      H2,5−0.00440.084
      H3,10−0.0011
      H3,30.00180.0018
      H3,5−0.3443−0.3436
      H4,20−0.0011
      H4,40.00180.0018
      H4,5−0.3425−0.3454
      k1-0.1199
      k2-−0.0426
      k3-1.4977
      p1-−0.0066
      p2-−0.0094
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    Shourui Yang, Wanying Duan, Wenyu Ai, Shengyong Chen. Light field camera modeling and distortion correction improvement method[J]. Infrared and Laser Engineering, 2023, 52(1): 20220326

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    Paper Information

    Category: Optical imaging

    Received: May. 12, 2022

    Accepted: --

    Published Online: Feb. 9, 2023

    The Author Email:

    DOI:10.3788/IRLA20220326

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