• Laser & Optoelectronics Progress
  • Vol. 56, Issue 16, 161504 (2019)
Huanhuan Zhang*, Kai Yan**, Pengfei Li, Junfeng Jing, and Zebin Su
Author Affiliations
  • College of Electronics and Information, Xi'an Polytechnic University, Xi'an, Shaanxi 710048, China
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    DOI: 10.3788/LOP56.161504 Cite this Article Set citation alerts
    Huanhuan Zhang, Kai Yan, Pengfei Li, Junfeng Jing, Zebin Su. Design of Yarn Quality Detection System Based on Machine Vision[J]. Laser & Optoelectronics Progress, 2019, 56(16): 161504 Copy Citation Text show less
    Framework of system
    Fig. 1. Framework of system
    Diagram of image acquisition system
    Fig. 2. Diagram of image acquisition system
    Software framework
    Fig. 3. Software framework
    Yarn image and gray histogram. (a) Yarn image; (b) gray histogram of yarn image
    Fig. 4. Yarn image and gray histogram. (a) Yarn image; (b) gray histogram of yarn image
    Comparison of threshold algorithms. (a) Otsu threshold; (b) iteration threshold
    Fig. 5. Comparison of threshold algorithms. (a) Otsu threshold; (b) iteration threshold
    SampleMeasureddiameter /mmTheoreticaldiameter /mmError /%CV /%
    10.15400.1592.712.99
    20.15590.1592.013.80
    30.15940.1590.112.23
    40.16230.1591.913.45
    50.15850.1590.3113.21
    60.16060.1591.012.95
    70.15560.1592.213.00
    Table 1. 18.2 tex yarn diameter and CV value
    SampleMeasureddiameter /mmTheoreticaldiameter /mmError /%CV /%
    10.14150.14130.1413.13
    20.14090.14130.2511.47
    30.14460.14132.313.40
    40.14190.14130.4812.59
    50.14350.14131.5612.87
    60.14250.14130.8513.21
    70.14480.14132.513.06
    Table 2. 14.5 tex yarn diameter and CV value
    SampleNumber of hairiness
    1 mm2 mm3 mm4 mm5 mm6 mm
    149146510
    233188301
    3632412410
    456207621
    556116310
    657184111
    7511610210
    Average value52.1417.297.573.430.8570.43
    Hairiness index H208.5669.1630.2813.723.431.72
    Table 3. Test results of image method
    Hairinesslength /mmNumber of hairiness
    GraphmethodVisualmethodError /%
    152.1450.433.28
    217.2916.862.48
    37.577.283.98
    43.433.614.98
    50.860.860
    60.430.430
    Table 4. Comparison of image method and visual method
    Huanhuan Zhang, Kai Yan, Pengfei Li, Junfeng Jing, Zebin Su. Design of Yarn Quality Detection System Based on Machine Vision[J]. Laser & Optoelectronics Progress, 2019, 56(16): 161504
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