Laser & Optoelectronics Progress, Volume. 59, Issue 22, 2215008(2022)
Defect Detection of Optical Fiber Coil Based on Improved Low-Rank Representation Model
[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).
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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
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)