Acta Optica Sinica, Volume. 43, Issue 3, 0312001(2023)

Accurate Detection Method for Robustness of Reference Holes in Aerospace Assembly

Haotong Liu1, Haihua Cui1、*, Pengcheng Li1, Feng Liu2, and Chao Li2
Author Affiliations
  • 1College of Mechanical & Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, Jiangsu, China
  • 2Aerospace Science and Industry Space Engineering Development Limited Company, Wuhan 100854, Hubei, China
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    Figures & Tables(14)
    Results of saliency detection. (a)-(d) (i)-(l) Partial images of original image; (e)-(h) (m)-(p) corresponding partial images of saliency map
    Segmentation results of reference hole contours. (a) Before contour segmentation; (b) after contour segmentation
    Diagrams of algorithm
    Pixel-level contour of reference hole
    Subpixel-level contour of reference hole
    Ransac fitting process and results. (a) Mask1; (b) Mask2; (c) Maskres; (d) result of ellipse fitting
    Simulated experiment site
    Detection results of reference hole. (a)-(g) Original images; (h)-(n) subpixel-level contours; (o)-(u) results of ellipse fitting
    Cropped composite images
    Cropped composite images added with 20% pepper noise
    Positioning error of composite images
    Experiment sample
    Measurement results of reference hole
    • Table 1. Algorithm running time under different samples

      View table

      Table 1. Algorithm running time under different samples

      SampleTime /sSampleTime /s
      10.31340.344
      20.30150.309
      30.29360.302
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    Haotong Liu, Haihua Cui, Pengcheng Li, Feng Liu, Chao Li. Accurate Detection Method for Robustness of Reference Holes in Aerospace Assembly[J]. Acta Optica Sinica, 2023, 43(3): 0312001

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    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Jun. 6, 2022

    Accepted: Aug. 4, 2022

    Published Online: Feb. 13, 2023

    The Author Email: Cui Haihua (cuihh@nuaa.edu.cn)

    DOI:10.3788/AOS221245

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