• Laser & Optoelectronics Progress
  • Vol. 59, Issue 10, 1015013 (2022)
Wenjie Li1, Haiwang Wang1, Tuanxing Li1, Zonghui Zhang1, Shichao Deng1, Zhengdong Tan2, and Xingyu Gao1、*
Author Affiliations
  • 1Guangxi Key Laboratory of Manufacturing Systems and Advanced Manufacturing Technology, School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin 541004, Guangxi , China
  • 2Shenzhen Anewbest Electronic Technology Co., Ltd., Shenzhen 518000, Guangdong , China
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    DOI: 10.3788/LOP202259.1015013 Cite this Article Set citation alerts
    Wenjie Li, Haiwang Wang, Tuanxing Li, Zonghui Zhang, Shichao Deng, Zhengdong Tan, Xingyu Gao. Parallel Line Fitting Based Size Measurement for Shaft Parts in Visual Measurement[J]. Laser & Optoelectronics Progress, 2022, 59(10): 1015013 Copy Citation Text show less
    Template matching graph. (a) Target image to be matched; (b) template image
    Fig. 1. Template matching graph. (a) Target image to be matched; (b) template image
    Schematic of matching principle
    Fig. 2. Schematic of matching principle
    Schematic diagram of sub pixel edge points
    Fig. 3. Schematic diagram of sub pixel edge points
    Pixel edge and subpixel edge. (a) Pixel edge; (b) subpixel edge
    Fig. 4. Pixel edge and subpixel edge. (a) Pixel edge; (b) subpixel edge
    Data points of each line selected by Ransac algorithm. (a) Interior point calculation; (b) threshold value calculation
    Fig. 5. Data points of each line selected by Ransac algorithm. (a) Interior point calculation; (b) threshold value calculation
    Parallel line fitting results
    Fig. 6. Parallel line fitting results
    Edge simulation. (a) Simulation experiment result 1; (b) simulation experiment result 2
    Fig. 7. Edge simulation. (a) Simulation experiment result 1; (b) simulation experiment result 2
    Schematic of calculating the distance between two straight lines by traditional method
    Fig. 8. Schematic of calculating the distance between two straight lines by traditional method
    Comparison of two methods for measuring distance
    Fig. 9. Comparison of two methods for measuring distance
    Diagram of axle segments. (a) Axle segment a; (b) axle segment b; (c) axle segment c; (d) axle segment d
    Fig. 10. Diagram of axle segments. (a) Axle segment a; (b) axle segment b; (c) axle segment c; (d) axle segment d
    Measurement device
    Fig. 11. Measurement device
    Method123456Mean value
    Traditional method49.99349.96449.9349.91850.02550.0510.052
    Proposed method50.01750.00650.01249.99449.97650.0170.015
    Table 1. Partial measurement data of two methods
    DeviceTypeParameter
    CameraMV-EM510CPixel number,size:2456×2058,3.45 μm
    Telecentric lensBT-23144Magnification,DoF:0.061,90 mm
    Telecentric light sourceBT-TCL144Beam diameter,working distance:187 mm,200-400 mm
    Table 2. Parameters of experimental devices
    ParameterAxle segment aAxle segment bAxle segment cAxle segment d
    Measuring time /s1.3451.2891.3561.338
    Real dimension /mmϕ60.409ϕ59.511ϕ50.410ϕ49.515
    Dimension of traditional method /mmϕ60.401ϕ59.518ϕ50.416ϕ49.509
    Dimension error of traditional method /mm0.0080.0070.0060.006
    Dimension of proposed method /mmϕ60.406ϕ59.517ϕ50.415ϕ49.511
    Dimension error of proposed method /mm0.0030.0060.0050.004
    Table 3. Experimental measurement results
    ExperimentAxle segment aAxle segment bAxle segment cAxle segment d
    Real dimensionϕ60.409ϕ59.511ϕ50.410ϕ49.515
    Experiment 1ϕ60.406ϕ59.517ϕ50.415ϕ49.511
    Experiment 2ϕ60.408ϕ59.515ϕ50.414ϕ49.509
    Experiment 3ϕ60.408ϕ59.516ϕ50.415ϕ49.510
    Experiment 4ϕ60.405ϕ59.515ϕ50.416ϕ49.511
    Experiment 5ϕ60.407ϕ59.516ϕ50.416ϕ49.510
    Experiment 6ϕ60.409ϕ59.517ϕ50.414ϕ49.512
    Table 4. Repetitive experiment results
    Wenjie Li, Haiwang Wang, Tuanxing Li, Zonghui Zhang, Shichao Deng, Zhengdong Tan, Xingyu Gao. Parallel Line Fitting Based Size Measurement for Shaft Parts in Visual Measurement[J]. Laser & Optoelectronics Progress, 2022, 59(10): 1015013
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