Optical Instruments, Volume. 44, Issue 1, 1(2022)

High-precision and real-time measurement of micro-nano fiber diameter based on machine vision

Hua LI... Yanna MA* and Fuxing GU* |Show fewer author(s)
Author Affiliations
  • School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
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    Figures & Tables(11)
    Ideal model of sub-pixel edge detection
    Circumscribed parallelogram
    Experimental system
    Image preprocessing and segmentation
    Edge detection diagram
    Line fitting diagram
    Sub-pixel edge fitting
    Diameter change of micro-nano fiber during experiment
    • Table 1. Parameter table of line detection

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      Table 1. Parameter table of line detection

      参数a1b1a2b2a3b3
      直线参数设定值2450−26000.4350
      Hough检测值2.1445−506.3671−2.1445619.94480.3640355.4354
      Hough-LSM检测值1.9999−449.6281−1.9968599.78850.4008350.1367
    • Table 2. Measurement results of micro-nano fiber diameter

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      Table 2. Measurement results of micro-nano fiber diameter

      光纤图示d1/μm d2/μm ε/%
      图8(a) 12.75012.3842.95
      图8(b) 5.4575.2723.51
      图8(c) 3.5173.6032.39
      图8(d) 2.9922.9182.55
    • Table 3. Time spent in micro-nano fiber diameter measurement

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      Table 3. Time spent in micro-nano fiber diameter measurement

      光纤直径测量步骤t/s
      图像预处理1.095
      二值化分割及边缘初定位0.155
      亚像素边缘精定位0.314
      边缘拟合和直径计算1.107
      合计2.671
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    Hua LI, Yanna MA, Fuxing GU. High-precision and real-time measurement of micro-nano fiber diameter based on machine vision[J]. Optical Instruments, 2022, 44(1): 1

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    Paper Information

    Category: TESTING TECHNOLOGY

    Received: Mar. 24, 2021

    Accepted: --

    Published Online: Mar. 22, 2022

    The Author Email: MA Yanna (mayanna@usst.edu.cn), GU Fuxing (gufuxing@163.com)

    DOI:10.3969/j.issn.1005-5630.2022.01.001

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