Textile Science and Engineering (한국섬유공학회지)

The Korean Fiber Society (한국섬유공학회)
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Automatic Detection of Type-I Yarn Package Winding-form Error Using Quadrantal Dissection Image Processing

4분원 이미지 처리기법을 이용한 Type-I 원사 패키지 권취불량의 자동검출

  • Sul, In Hwan (Department of Materials Design Engineering, Kumoh National Institute of Technology)
  • 설인환 (금오공과대학교 소재디자인공학과)
  • Received : 2015.02.02
  • Accepted : 2015.03.20
  • Published : 2015.04.30
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Abstract

Information and communication technology (ICT) can enhance the performance of conventional fibers and the textile manufacturing process. In this work, an image-processing technique was adapted for the automatic inspection of the winding form of yarn packages, which is a critical factor for effective and seamless fiber/textile manufacturing. Raw images were dissected to quadrantal formats and then transformed to rectangular shapes for the ease of processing. Two parameters, fiber orientation angle and shape factor of the fiber orienting bounding box were proposed to filter out badly aligned fibers on the package surface. Various sizes and shapes of packages were used for verification of the proposed method.

Keywords

References

  1. T. Lee, K. Jeong, and S. Lee, “Textile IT Fusion: Status of Digital Garment and Wearable Computers”, Korea Institute of Information Technology Review, 2012, 10(2), 77-86.
  2. H. Okabe, H. Imaoka, T. Tomiha, and H. Niwaya, "Three Dimensional Apparel CAD System", Comp. Graph., 1992, 26(2), 105-110. https://doi.org/10.1145/142920.134019
  3. D. Baraff and A. Witkin, "Large Steps in Cloth Simulation", Proc. Computer Graphics, Annual Conference Series, 1998, pp.43-54.
  4. Y. Hu and J. Kim, "Experimental Analysis of Spinning Tension Behavior Acoording to the Cops Building during Ring Spinning", Proceedings of the Korean Fiber Society Conference, Seoul, Korea, 2002, pp.151-154.
  5. H. Yeo, "Design of Tension Control System in a Textile Process based on Microprocessor", J. Korea Acad. Industr. Coop Soc., 2007, 8(6), 1381-1387.
  6. G. Ma, D. J. Branscomb, and D. G. Beale, “Modeling of the Tensioning System on a Braiding Machine Carrier”, Mech. Mach. Theory, 2012, 47, 46-61. https://doi.org/10.1016/j.mechmachtheory.2011.08.008
  7. S. Kawamura and K. Inada, "Winding-form Inspecting Apparatus for Wound-yarn Packages", US Patent, 4,866,289 (1989).
  8. K. Inada, A. Takeshita, and T. Massai, "Yarn Package Inspecting Apparatus", US Patent, 5,315,366(1994).
  9. T. Lee, R. L. Kashyap, and C. Chu, "Building Skeleton Models via 3-D Medial Surface/axis Thinning Algorithms", CVGIP: Graphical Models and Image Processing, 1994, 56(6), 462-478. https://doi.org/10.1006/cgip.1994.1042
  10. R. O. Duda and P. E. Hart, “Use of the Hough Transformation to Detect Lines and Curves in Pictures”, Comm. ACM, 1972, 15, 11-15. https://doi.org/10.1145/361237.361242
  11. C. O. Yang, "Evaluation of Yarn Package Using Artificial Intelligence Vision", Master Thesis, Seoul National University, Seoul, 2001.