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
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;
Conference_Titel :
Machine Learning and Applications (ICMLA), 2013 12th International Conference on
Conference_Location :
Miami, FL
DOI :
10.1109/ICMLA.2013.172