Journal of Applied Optics, Volume. 43, Issue 5, 904(2022)

Thread image evaluation method based on machine vision

Jie WANG1,1, Manlong CHEN1,1,1,1,1,1、*, Kui LI1,1, Fan YANG1,1,1,1, and Lizhi YAN1,1
Author Affiliations
  • 11School of Mechanical Engineering, Shaanxi University of Technology, Hanzhong 723000, China
  • 12Key Laboratory of Industrial Automation in Shaanxi Province, Hanzhong 723000, China
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    Figures & Tables(21)
    Diagram of one-dimensional gray distribution of thread
    Schematic diagram of thread tooth-profile imaging
    Schematic diagram of thread edge imaging principle
    Equipment for extracting thread image
    Diagram of gradient evaluation value of thread image
    Diagram of information entropy evaluation value of thread image
    Diagram of contrast evaluation value of thread image
    Diagram of thread edge of sobel operator
    Experimental equipment
    Flow chart of thread image processing
    Segmentation of thread tooth-profile edge
    Diagram of relationship between M14×2 thread angle error and evaluation value
    Diagram of relationship between M20×1.5 thread angle error and evaluation value
    Diagram of relationship between M20×2.5 thread angle error and evaluation value
    • Table 1. Gradient evaluation value of thread image

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      Table 1. Gradient evaluation value of thread image

      样本序号评价值
      10.4782
      20.3723
      30.0126
      40.5725
      50.4324
      60.9827
      70.1624
      80.2939
      90.4762
      100.1231
    • Table 2. Information entropy evaluation value of thread image

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      Table 2. Information entropy evaluation value of thread image

      样本序号评价值
      10.9653
      20.7863
      30.5824
      40.6872
      50.5635
      60.4836
      70.9946
      80.1526
      90.2735
      100.5369
    • Table 3. Contrast evaluation value of thread image

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      Table 3. Contrast evaluation value of thread image

      样本序号评价值
      10.0216
      20.1563
      30.2321
      40.4348
      50.5262
      60.7216
      70.6323
      80.7579
      90.8323
      100.9874
    • Table 4. L-yakuo thread image evaluation value

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      Table 4. L-yakuo thread image evaluation value

      样本序号规格
      M14×2M20×2.5M20×1.5
      10.02460.01630.0259
      20.02490.01600.0259
      30.02500.01580.0616
      40.02500.01550.0632
      50.02500.01520.0643
      60.02490.01470.0660
      70.02490.01420.0660
      80.02490.01370.0649
      90.02480.01320.0677
      100.02480.01270.0662
    • Table 5. M14×2 thread angle measurement value by machine vision

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      Table 5. M14×2 thread angle measurement value by machine vision

      样本序号左牙侧角右牙侧角牙型角
      130°01′44″29°59′23″60°01′07″
      230°00′43″29°59′42″60°00′25″
      329°58′40″29°59′45″59°58′23″
      429°56′38″29°59′45″59°55′23″
      529°52′48″29°58′48″59°52′36″
      629°54′55″29°59′56″59°53′51″
      729°55′17″30°01′21″59°56′38″
      829°56′52″30°01′04″59°57′56″
      929°57′02″30°01′23″59°58′05″
      1029°57′31″30°01′28″59°58′59″
    • Table 6. M20×1.5 thread angle measurement value by machine vision

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      Table 6. M20×1.5 thread angle measurement value by machine vision

      样本序号左牙侧角右牙侧角牙型角
      129°37′11″30°32′45″60°08′56″
      229°36′35″30°32′01″60°07′36″
      329°36′08″30°31′33″60°06′41″
      429°35′33″30°30′51″60°05′24″
      529°35′07″30°30′23″60°04′30″
      629°34′56″30°29′47″60°03′43″
      729°34′15″30°29′24″60°02′39″
      829°33′28″30°29′09″60°01′37″
      929°31′47″30°28′35″59°59′22″
      1029°30′23″30°27′58″59°57′21″
    • Table 7. M20×2.5 thread angle measurement value by machine vision

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      Table 7. M20×2.5 thread angle measurement value by machine vision

      样本序号左牙侧角右牙侧角牙型角
      129°31′14″30°38′45″60°09′59″
      229°31′35″30°37′01″60°08′36″
      329°32′07″30°35′32″60°07′39″
      429°32′39″30°34′45″60°07′24″
      529°33′48″30°33′08″60°06′56″
      629°34′16″30°32′16″60°06′32″
      729°35′15″30°30′51″60°06′06″
      829°36′47″30°29′54″60°05′41″
      929°36′55″30°28′12″60°04′7″
      1029°37′02″30°26′03″60°03′05″
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    Jie WANG, Manlong CHEN, Kui LI, Fan YANG, Lizhi YAN. Thread image evaluation method based on machine vision[J]. Journal of Applied Optics, 2022, 43(5): 904

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    Paper Information

    Category: OE INFORMATION ACQUISITION AND PROCESSING

    Received: Dec. 13, 2021

    Accepted: --

    Published Online: Oct. 12, 2022

    The Author Email: Manlong CHEN (yilu.yang@yahoo.com.cn)

    DOI:10.5768/JAO202243.0502004

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