Laser & Optoelectronics Progress, Volume. 60, Issue 22, 2215003(2023)

Multiline Laser Classification and Optical Plane Calibration Method

Tianci Liu1,2, Guihua Liu1,2、*, Huiming Huang1,2, Li Hu1,2, and Liangliang Li1,2
Author Affiliations
  • 1School of Information Engineering, Southwest University of Science and Technology, Mianyang 621010, Sichuan , China
  • 2Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, Mianyang 621010, Sichuan , China
  • show less
    Figures & Tables(17)
    Multi-line laser calibration model
    Effect of morphological expansion operation
    Laser numbering and classification
    Schematic of a calibration board
    Schematic of the calibration principle
    Physical diagram of the hardware system
    Pictures of the system calibration
    Position and attitude diagram of the calibration board
    Standard block reconstruction. (a) Standard block diagram; (b) sketch map of surface reconstruction
    Schematic of the fitting plane
    Error statistics. (a) Mean error; (b) RMSE
    Effect of reconstructing the surface of other objects
    • Table 1. Camera calibration parameters

      View table

      Table 1. Camera calibration parameters

      ParameterValue
      Camera internal parameterK=2525.64610630.073602526.2245505.3871001
      Radial distortion coefficientk1=-0.0484,  k2=-0.0104
    • Table 2. Measured distance of characteristic points

      View table

      Table 2. Measured distance of characteristic points

      Test No.Measured distanceError
      19.9820.018
      29.9860.014
      39.9980.002
      49.9970.003
      510.0020.002
      610.0080.008
      710.0040.004
      89.9940.006
      99.9880.012
      109.9900.010
    • Table 3. Calibration results of multi-line laser plane

      View table

      Table 3. Calibration results of multi-line laser plane

      Laser wire No.0123456
      Parameter A1111111
      Parameter B-2.354-2.371-2.421-2.506-2.592-2.668-2.831
      Parameter C0.3430.1930.0438-0.111-0.276-0.455-0.642
      Parameter D102.365103.239104.459105.923107.618110.281108.062
    • Table 4. Ten measurement data of step size of the standard block

      View table

      Table 4. Ten measurement data of step size of the standard block

      No.12345678910
      Height of the first step1.0021.0311.0361.0301.0221.0191.0241.0231.0140.992
      Height of the second step0.4710.5210.4870.5250.5140.5240.5410.4860.4720.533
      Height of the third step0.3310.2880.3300.3420.2820.3480.3150.2620.2660.358
    • Table 5. Measurement data of step accuracy of the standard block

      View table

      Table 5. Measurement data of step accuracy of the standard block

      Step No.Standard block true valueAverage size measured by the proposed algorithmAverage size measured by the cross ratio invariance algorithm
      The first step1.01.020.96
      The second step0.50.510.46
      The third step0.30.320.22
    Tools

    Get Citation

    Copy Citation Text

    Tianci Liu, Guihua Liu, Huiming Huang, Li Hu, Liangliang Li. Multiline Laser Classification and Optical Plane Calibration Method[J]. Laser & Optoelectronics Progress, 2023, 60(22): 2215003

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Machine Vision

    Received: Dec. 23, 2022

    Accepted: Mar. 1, 2023

    Published Online: Nov. 6, 2023

    The Author Email: Guihua Liu (liughua_swit@163.com)

    DOI:10.3788/LOP223387

    Topics