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Tytuł artykułu

On-line fabric defect detection and full control in a circular knitting machine

Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
This study has shown that image analysis has great potential to provide reliable measurements for detecting defects in knitted fabrics. Using the principles of image analysis, an automatic fabric evaluation system, which enables automatic computerised defect detection (analysis of knitted fabrics) was developed. On-line fabric defect detection was tested automatically by analysing fabric images captured by a digital camera. The results of the automatic fabric defect detection correspond well with the experimental values. Therefore, it is shown that the developed image capturing and analysis system is capable of on-line detection of fabric defects and full control in the knitting machine (for example, by stopping the circular knitting machine as soon as a defect is acquired by the digital camera).
Rocznik
Strony
21--29
Opis fizyczny
Bibliogr. 26 poz.
Twórcy
  • Textile Engineering Department, Faculty of Engineering, Mansoura University, Mansoura 35516, Egypt
  • Textile Engineering Department, Faculty of Engineering, Mansoura University, Mansoura 35516, Egypt
Bibliografia
  • 1. Knell, A. L., “Automatic Fabric Inspection”, Textile Institute and Industry, January, 1975.
  • 2. Dorrity J. L., Vachtsevanos G. and Jasper W., “Real-time Fabric Defect Detection and Control in Weaving Processes”, National Textile Center Annual Report, November, (1996).
  • 3. “Les Defaults des Tricots”, Centre D’Etude et de Recherche de la Maille, ITF Maille, Troys.
  • 4. De Araujo, M. D., “Manual de Engenharia Textil Vol. 1” (1986) Lisboa: Fundacao Calouste Gulbenkian.
  • 5. ”Reglage Rationnel des Metiers Circulaires”, ENSITM, Universite de Haute Alsace, Mulhouse.
  • 6. Salamaty G., “Classification of Circular Woven Fabrics Using Neural Networks”, M. Sc. Project, Amirkabir University of Technology, 2001.
  • 7. Sadrei A. H., “Fault Detection on Simple Circular Knitted Fabrics Using Wavelet”, M. Sc. Project, Amirkabir University Technology, 2001.
  • 8. Goldberg S., “Knitted Fabric Technology”, National Knitted Outerwear Association, 1974.
  • 9. Iyer C., Mammel B. and Schach W., “Circular Knitting”, Meisenbach Bamberg, 1995. Elsevier Science Ltd. Great Britain, 1995.
  • 10. Chrpova E., Hotar V. and Lang M., “Application of “Noviscam Technique”, 1st ISQVPFD, Bled, Slovenia, 2000.
  • 11. Chrpova E., “Surface Quality Control Based on Image Processing Methods.” Fibres and Textiles Vol. 10 (2), Bratislava, Slovakia, 2003.
  • 12. Chrpova E., Trmal G. J. and Hotar V., “A Fast Image Processing Method for Quality Control of Textiles”. Tehnicki Vjesnik / Technical Gazette Vol. 10 (3/4), Slavonski Brod, Croatia, 2003.
  • 13. Ribolzi, S., Merckle, J. Gresser, J. and Exbrayat, P. E., “Real-Time Fault Detection On Textiles Using Opto-Electronic Processing”, Textile Res. J. 63(2), 61-71 (1993).
  • 14. Shou Tsai, I., Chung-Hua Lin, and Jeng-Jong Lin, “Applying an Artificial Neural Network to Pattern Recognition In Fabric Defects”. Textile Res. J. 65(3), 123-130 (1995).
  • 15. Warren J. Jasper and Harsh Potlapalli, “Image analysis of mispicks in woven fabric”, Textile Res. J., 65(11), 683-692, (1995).
  • 16. Bugao Xu, “Identifying Fabric Structures With Fast Fourier Transform Techniques”, Textile Res. J. 66(8), 496-506 (1996).
  • 17. Alam Eldin A. T. and Nour Eldin H. A., “Automated visual inspection of web-type products using unitary transforms”. Proceedings of the 36th ISMM International Conference, Mini- and Microcomputers and their applications, MIMI 88, June 27-30, Barcelona, Spain, 1988.
  • 18. Hassan H. Soliman, “Theory and applications of Hardware-Implemented algorithms”. Ph. D. Thesis, Mansoura University, EGYPT, 1992.
  • 19. Shou Tsai, I., and Ming-Chuan Hu, “Automatic inspection of fabric defects using an artificial neural network technique”, Textile Res. J. 66(7), 474-482 (1996).
  • 20. Ebraheem Shady, “A computer vision system for automated inspection of fabrics”, Master’s Thesis. Mansoura University, Egypt (1998).
  • 21. http://fibers.philau.edu/ntc/SO1PH07/.
  • 22. Araujo, M. D., Catarino, A. and Hong, H., “Process Control for Total Quality in Circular Knitting”, AUTEX Research Journal, Vol 1, No. 1, (1999).
  • 23. Araujo, M. D., “Manual de Engenharia Textil, Vol 1”, Lisboa: Fundacao Calouste Gulbenkian, (1986).
  • 24. Les Defaults des Tricots, “Centre D’Etude et de Recherche de la Maille”, ITF Maille, Troys.
  • 25. Reglage Rationnel des Metiers Circulaires, ENSITM, Universite de Haute Alsace, Mulhouse.
  • 26. Tsai, D. M. and Heish, C. Y., “Automated surface inspection for directional textures”, Image and Vision Computing, vol. 18, pp. 49-62, (1999).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-baec4c9e-78d8-459e-b895-c9f029d7f898
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