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Image Based Modeling and Analysis of Textile Materials

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Integrated Image and Graphics Technologies

Part of the book series: The International Series in Engineering and Computer Science ((SECS,volume 762))

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Abstract

In this chapter, we describe the modeling and analysis of fabric appearance using image techniques and state-of-the-art of objective evaluation of textile surfaces for quality control in textile industry. The chapter contains the analysis of three major textile surface appearance attributes, namely, pilling, wrinkling and polar fleece fabric appearance and the modeling methods for different textile materials with different surface features including template matching for pilling modeling, morphological fractal for polar fleece fabrics and photometric stereo for 3D wrinkling

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References

  1. Konda. “Evaluation of pilling by computer image analysis”. J. Textile March. Soc. Japan, vol. 36, no. 3, pp. 96–101, 1990

    Google Scholar 

  2. B. Horn, R. Sjoberg. “Calculate the reflectance map”. Artificial Intell. Lab., M.I.T., AIM-498, 1978

    Google Scholar 

  3. B. Xin and X. Yu. “Automatic measurement of the yarn density of woven fabric”. Journal of China Textile University, vol. 25, no. 3, pp. 34–37, 1999.

    Google Scholar 

  4. B. Xu and D.F. Cuminato, N.M. Keyes. “Evaluating fabric smoothness appearance with a laser profilometer”. Textile Res. J., vol. 68, no. 12, pp. 900–906, 1998.

    Google Scholar 

  5. B. Xu. “Instrumental evaluations of fabric pilling”. J.Text. Inst., vol. 88, pp. 488–500, 1997.

    Google Scholar 

  6. B. Xu, J.A. Reed. “Instrumental evaluation of fabric wrinkle recovery”. J.Textile Inst., vol. 86, no. 1, pp. 129–128, 1995.

    Google Scholar 

  7. B.B. Mandebrot. Fractals: Form, Chance and Dimension. San Francisco: Freeman, 1977.

    Google Scholar 

  8. C. A. Hector, M. S. Millan, Y. Torres, and R. Navarro. “Automatic method based on image analysis for pilling evaluation in fabrics”. Optical Engineering, vol. 37, no. 11, pp. 2937–2947, 1998.

    Google Scholar 

  9. C.H. His, R.R. Bresee, and P.A. Annis. “Characterizing fabric pilling by using image-analysis techniques, Part I: Pill detection and description”. J.Textile Inst. Vol. 89, no. 1, Part I, pp. 80–95, 1998.

    Google Scholar 

  10. C.J. Krebs. Ecological Methodology. Harper & Row, New York, NY, USA, 1989.

    Google Scholar 

  11. D.D. Thibodeaux. “Cotton fiber maturity by image analysis”. Textile Res. J., vol. 56, pp. 130–139, 1986.

    Google Scholar 

  12. E. H. Kim. “Objective evaluation of wrinkle recovery”. Textile Res. J., vol. 69, no. 11, pp. 860–865, 1999.

    Google Scholar 

  13. F. Thorr, J.Y. Drean, and D. Adolphe. “Image analysis tools to study nonwovens”. Textile Res. J., vol. 69, no. 3, pp. 162–168, 1999.

    Google Scholar 

  14. J. Amirbayat and M.J. Alagha. “Objective assessment of wrinkle recovery by means of laser triangulation”. J. Textile Inst., vol. 87, no. 2, Part I, pp. 349–354, 1996.

    Google Scholar 

  15. J. Serra. Image Analysis and Mathematical Morphology. vol. 1. Academic Press, 1982.

    Google Scholar 

  16. J.R. Wagner & Associates. “Development of an image analysis algorithm for assessing pilling”. 1999 Nonwovens Conference, TAPPI Proceedings, pp. 305–311, 1999.

    Google Scholar 

  17. L. Andrew. “Contribution concerning the detection of detects on small-patterned textiles”. Melliand Texilber, vol. 72, pp. 981–984, 1991.

    Google Scholar 

  18. M.G. Dobb, S.J. Russell. “A system for the quantitative comparison of wrinkling in plain fabrics”. Journal of the Textile Institute, vol. 86, no. 3, pp. 495–497, 1995.

    Google Scholar 

  19. M.L. Smith, G. Smith, and T. Hill. “Gradient space analysis of surface defects using a photometric stereo derived bump map”. Image and Vision Computing Journal, vol. 17, no. 3–4, pp. 321–332, 1999.

    Google Scholar 

  20. N. Youngjoo and B. Pourdeyhimi. “Assessing wrinkling using image analysis and replicate standards”. Textile Research Journal, vol. 65, no. 3, pp. 149–157, 1995.

    Google Scholar 

  21. Pourdeyhimi, B. Xu, and J. Sobus. “Evaluating carpet appearance loss: surface intensity and roughness”. Textile Res. J., vol. 63, no. 9, pp. 523–535, 1993.

    Google Scholar 

  22. Pourdeyhimi, B. Xu, and L. Wehrel. “Evaluating carpet appearance loss: periodicity and tuft placement”. Textile Res. J., vol. 64, no. 1, pp.21–22, 1994.

    Google Scholar 

  23. R., Ed. Kingslake. Applied Optics and Optical Engineering. vols. I and II. New York, Academic, 1965.

    Google Scholar 

  24. R.B. Ramgulam. “The objective assessment of fabric pilling, Part I: methodology”. Textile Inst., vol. 84, no. 2, pp.221–223, 1993.

    Google Scholar 

  25. R.H. Gong and A. Newton. “Image-analysis techniques, Part II: the measurement of fiber orientation in nonwoven fabrics”. J.Text.Inst.,vo. 87, no. 2, pp. 371–388, 1996.

    Google Scholar 

  26. T.J. Kang, D.H. Cho, H.S. Whang, “A new objective method of measuring fabric wrinkles using a 3-D projecting grid technique”. Textile Research Journal, vol. 69, no. 4, pp. 261–268, 1999.

    Google Scholar 

  27. U. Roster. “Defect detection of fabrics by image process”. Melliand Texilber, vol. 73, pp. 635–636, 1992.

    Google Scholar 

  28. W.D. Cooke. “Pilling attrition and fatigue”. Text. Res. J., vol. 55, pp. 409–414, 1985.

    Google Scholar 

  29. Y.F. Zhang and R.R. Bresee. “Fabric defect defection and classification using image analysis”. Textile Res. J., vol. 65, no. 1, pp. 1–9, 1995.

    Google Scholar 

  30. Z. Fazekas, J. Komilves, I. Renyi and L. Surjan. “Towards objective visual assessment of fabric features”. Image Processing and its Applications, Conference Publication No. 465 ŖIEE 411–416, 1999.

    Google Scholar 

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© 2004 Kluwer Academic Publishers

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Hu, J., Xin, B. (2004). Image Based Modeling and Analysis of Textile Materials. In: Zhang, D.D., Kamel, M., Baciu, G. (eds) Integrated Image and Graphics Technologies. The International Series in Engineering and Computer Science, vol 762. Springer, Boston, MA. https://doi.org/10.1007/1-4020-7775-0_15

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  • DOI: https://doi.org/10.1007/1-4020-7775-0_15

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4020-7774-6

  • Online ISBN: 978-1-4020-7775-3

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