Laser & Optoelectronics Progress, Volume. 59, Issue 14, 1415006(2022)

Research Progress in Gear Machine Vision Inspection Instrument and Technology

Zhaoyao Shi1、*, Yiming Fang1, and Xiaoyi Wang2
Author Affiliations
  • 1Beijing Engineering Research Center of Precision Measurement Technology and Instruments, Beijing University of Technology, Beijing 100124, China
  • 2Henan Key Laboratory for Machinery Design and Transmission System, Henan University of Science and Technology, Luoyang 471003, Henan , China
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    Figures & Tables(14)
    Composition of the gear visual inspection instrument. (a) Gear accuracy measuring system; (b) gear defect inspection system
    CVGM fine module gear measuring system. (a) CVGM software; (b) CVGM instrument
    Gear integrated error analysis based on vision measurement
    Conveyor belt gear visual inspection system[12]
    Gear visual inspection equipment using manipulator and automatic device
    Gear visual inspection and sorting system with glass turntable[13]
    Software interface of on-line inspection and sorting system for injection molded plastic gears
    Tooth profile extraction based on Canny operator
    Sub-pixel edge processing
    Gear defect feature extraction and pattern recognition[36]
    Integrated error curve of bidirectional section obtained by CVGM
    Calibration of image acquisition system and “virtual gear artifact” of CVGM. (a) Calibration piece; (b) virtual gear template
    Types of gear defects
    • Table 1. Performance comparison of classical differential operators in gear edge detection

      View table

      Table 1. Performance comparison of classical differential operators in gear edge detection

      OperatorDifferential orderNoise immunityEdge thicknessEdge integritySpeed
      RobertsFirstBadThickNot badFast
      PrewittFirstNot goodThickNot badFast
      SobelFirstAverageThickNot badFast
      CannyFirstGoodThinGoodRelatively slow
      LaplacianSecondBadThickBadFast
      LoGSecondAverageThickNot badFast
      DoGSecondAverageThickNot badFaster than LoG
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    Zhaoyao Shi, Yiming Fang, Xiaoyi Wang. Research Progress in Gear Machine Vision Inspection Instrument and Technology[J]. Laser & Optoelectronics Progress, 2022, 59(14): 1415006

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    Paper Information

    Category: Machine Vision

    Received: Apr. 19, 2022

    Accepted: May. 25, 2022

    Published Online: Jul. 1, 2022

    The Author Email: Zhaoyao Shi (shizhaoyao@bjut.edu.cn)

    DOI:10.3788/LOP202259.1415006

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