Laser & Optoelectronics Progress, Volume. 59, Issue 22, 2215008(2022)

Defect Detection of Optical Fiber Coil Based on Improved Low-Rank Representation Model

Xiaole Chen1, Ruifeng Yang1,2、*, and Chenxia Guo1,2
Author Affiliations
  • 1School of Instrument and Electronics, North University of China, Taiyuan 030051, Shanxi, China
  • 2Automated Test Equipment and System Engineering Technology Research Center of Shanxi Province, Taiyuan 030051, Shanxi, China
  • show less
    References(31)

    [4] Ding Z Y. Study of complete quality measurement for FOG fiber coils[D](2010).

    [13] Zhang W C, Ye Z Q. A design of visual identify cation technology for accurate winding of optical fiber[J]. Electronics Process Technology, 36, 172-174, 178(2015).

    [15] Ding Q. Research on detection system of optical fiber winding defects based on machine vision[D](2017).

    [16] Yang Z. Research for fiber optic ring winding monitoring technology based on machine vision[D](2019).

    [17] Pan W H, Chen B L, Zhang J G et al. Compressed sensing STORM super-resolution image reconstruction based on noise correction-principal component analysis preprocessing algorithm[J]. Chinese Journal of Lasers, 47, 0207024(2020).

    [18] Zhang J C, Chen J L, Luo H B et al. Polarization image interpolation algorithm via tensor non-negative sparse factorization[J]. Acta Optica Sinica, 41, 1411001(2021).

    [19] Wang J Y, Xu J X, Li Q W. X-ray image reconstruction based on hierarchical model and low-rank approximation[J]. Laser & Optoelectronics Progress, 58, 0610004(2021).

    [21] Xie J, Hou G J, Wang G D et al. Blind restoration for underwater image based on sparse prior of red channel[J]. Laser & Optoelectronics Progress, 58, 1610014(2021).

    [23] Liu W, Ge H W. Fast face recognition method based on sparse representation[J]. Laser & Optoelectronics Progress, 57, 181024(2020).

    [26] Liu G C, Lin Z C, Yu Y. Robust subspace segmentation by low-rank representation[C], 663-670(2010).

    [29] Zhang X D[M]. Matrix analysis and applications(2013).

    Tools

    Get Citation

    Copy Citation Text

    Xiaole Chen, Ruifeng Yang, Chenxia Guo. Defect Detection of Optical Fiber Coil Based on Improved Low-Rank Representation Model[J]. Laser & Optoelectronics Progress, 2022, 59(22): 2215008

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Machine Vision

    Received: Sep. 2, 2021

    Accepted: Oct. 13, 2021

    Published Online: Oct. 26, 2022

    The Author Email: Ruifeng Yang (yangruifeng@nuc.edu.cn)

    DOI:10.3788/LOP202259.2215008

    Topics