Chinese Optics, Volume. 17, Issue 2, 409(2024)

Scanning measurement method of small size parts without marks

Cai-li MO1,3, Li-zhong WANG1,2、*, Mao-dong REN3, Jian-bo ZHAO2,3, Sen WANG1,3, and Hao-jun ZHOU2,3
Author Affiliations
  • 1School of Mechanical Engineering, Xinjiang University, Urumqi 830046, China
  • 2State Key Laboratory for Manufacturing System Engineering, School of Mechanical Engineering, Xi’an Jiaotong University, Xi’an 710049, China
  • 3Innovation Lab, XTOP 3D Technology (Xi’an) Co. Ltd, Xi’an 710086, China
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    Figures & Tables(16)
    Flowchart of the scanning measurement method without marks
    Imaging model of pinhole camera
    Camera calibration process diagram
    Images of calibration board
    Position and pose calibration of single rotation axis using standard ball fitting method
    Schematic diagram of multi-view point cloud rotation splicing
    The rotation transformation relation around any rotation axis in space
    Flowchart of NICP algorithm
    (a) Physical setup and (b) its schematic diagram of tabletop CNC turntable optical measurement system
    Accuracy verification experiment based on standard ball
    Statistical results of absolute value error of standard ball mechanical splicing
    Point cloud splicing effect diagrams of small-size parts
    • Table 1. Camera calibration internal parameters

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      Table 1. Camera calibration internal parameters

      内参数左相机右相机
      f/pixel4666.23004666.5600
      $ {x}_{0}/{\mathrm{pixel }}$47.6090−14.4401
      $ {y}_{0}/{\mathrm{pixel}} $10.2786−14.5546
      $ {K}_{1} $−3.4003×10−9−4.1734×10−9
      $ {K}_{2} $1.1598×10−151.8279×10−15
      $ {K}_{3} $1.8523×10−22−2.2075×10−23
      $ {P}_{1} $−7.4732×10−81.5797×10−8
      $ {P}_{2} $1.0306×10−8−2.0569×10−9
      $ {b}_{1} $1.2749×10−42.4643×10−6
      $ {b}_{2} $−2.2662×10−53.9066×10−5
    • Table 2. Camera calibration external parameters

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      Table 2. Camera calibration external parameters

      相机编号${{\boldsymbol{R}}_C}$${{\boldsymbol{T}}_C}$
      左相机1000
      0100
      0010
      右相机0.8992−0.00980.4374176.2110
      0.00630.99990.0094−0.1690
      −0.4374−0.00570.8992−40.5125
    • Table 3. Comparison between standard ball fitting method and the proposed method

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      Table 3. Comparison between standard ball fitting method and the proposed method

      实验编号标准球拟合法[22]本文方法
      夹角/(°)点积夹角误差/(°)夹角/(°)点积夹角误差/(°)
      189.9380.0010780.06289.9620.0006660.038
      289.9230.0013410.07789.9490.0008830.051
      389.9340.0011450.06689.9620.0006580.038
      489.9390.0010720.06189.9550.0007860.045
      589.9400.0010480.06089.9610.0006860.039
      689.9290.0012450.07189.9650.0006040.035
      789.9380.0010790.06289.9520.0008380.048
      889.9380.0010850.06289.9470.0009220.053
      989.9390.0010580.06189.9650.0006060.035
      1089.9400.0010480.06089.9670.0005830.033
      平均89.9360.0011200.06489.9590.0007230.041
    • Table 4. Accuracy comparison of different point cloud splicing methods (mm)

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      Table 4. Accuracy comparison of different point cloud splicing methods (mm)

      实验对象特征拼接[13]标志点拼接[9-10]机械拼接
      粗配准精配准
      注塑件0.01160.00980.11350.0102
      假牙0.01240.01060.12130.0113
      涡轮0.68450.01290.12650.0123
      平均误差0.23620.01110.12040.0113
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    Cai-li MO, Li-zhong WANG, Mao-dong REN, Jian-bo ZHAO, Sen WANG, Hao-jun ZHOU. Scanning measurement method of small size parts without marks[J]. Chinese Optics, 2024, 17(2): 409

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    Paper Information

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    Received: Jun. 19, 2023

    Accepted: --

    Published Online: Apr. 15, 2024

    The Author Email:

    DOI:10.37188/CO.2023-0103

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