• DocumentCode
    1830174
  • Title

    Automatic Binding Point and Surface Helix Angle Measurement in Historic Weft-Faced Compound Weave Figured Silks

  • Author

    Patel, Naresh ; Flynn, Michael ; Semenov, Alexander ; Galliker, Julia

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Oakland Univ., Rochester, MI, USA
  • Volume
    2
  • fYear
    2013
  • fDate
    4-7 Dec. 2013
  • Firstpage
    529
  • Lastpage
    534
  • Abstract
    Structural analysis of textiles using image processing has been explored by many researchers. Topics have ranged from quality control for modern textiles to investigation of historical weaving processes. Our research concerns analysis of ancient weft-faced compound weave figured silks dated between AD 600-1200. The complex draw looms used to weave these silks included a pattern harness to memorize pattern selection sequences. The capability to store work for later use is important in both historical and technical terms. Specifically we are interested in devising nondestructive characterization methods to measure attributes including binding point distance and yarn helix angle. We describe some of the challenges involved in selecting computer vision algorithms appropriate for automated measurement processes.
  • Keywords
    angular measurement; computer vision; image sequences; production engineering computing; quality control; textiles; weaving; yarn; automatic binding point measurement; computer vision algorithms; image processing; nondestructive characterization methods; pattern harness; pattern selection sequences; quality control; surface helix angle measurement; textile structural analysis; weaving processes; weft-faced compound weave figured silks; yarn helix angle; Correlation; Fabrics; Transforms; Weaving; Yarn; Ciratefi; Hough Transform; Template Matching; Textile Image Analysis; Textile Image Processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Applications (ICMLA), 2013 12th International Conference on
  • Conference_Location
    Miami, FL
  • Type

    conf

  • DOI
    10.1109/ICMLA.2013.172
  • Filename
    6786165