DocumentCode
643377
Title
Yarn parameterization based on image processing
Author
Roy, Sandip ; Sengupta, Aparajita ; Maity, Raktim ; Sengupta, Sabyasachi
Author_Institution
Dept. of Electr. Eng., Bengal Eng. & Sci. Univ., Shibpur, India
fYear
2013
fDate
26-28 Sept. 2013
Firstpage
1
Lastpage
6
Abstract
This paper illustrates the development of a system to measure the variation in yarn parameters using image processing with the help of a low cost USB web camera along with a yarn moving arrangement. The complete system comprises of yarn guides and tension control device, motor with gear box, monitor for displaying yarn parameters etc. The system enables to quantify yarn diameter variation, thick/thin places of the yarn in a single unit. The performance of the developed system is free from any fluctuation of ambient temperature or humidity. Different types of yarn (cotton, jute) with wide range of diameter variation are used to verify the system linearity and ascertain its resolution. The available results are verified with that available from a powerful microscope. The measurement of diameter are performed with cut length from 1 mm to 4 mm. Results are available on the monitor showing instantaneous diameter over average diameter calculated for a specific time, counters displaying the number of thick/thin places. The future goal of this work is to acquire the image of the yarn from a spinning frame with the help of a high resolution web camera and to process the same with advanced software to characterise the yarn which in turn dictate the fabric appearance.
Keywords
fabrics; image processing; image sensors; production engineering computing; yarn; ambient temperature fluctuation; fabric appearance; gear box; high resolution Web camera; humidity fluctuation; image processing; low cost USB Web camera; spinning frame; tension control device; yarn diameter variation; yarn guides; yarn moving arrangement; yarn parameterization; Cameras; Clamps; Image edge detection; Optical fibers; Temperature measurement; Yarn; Diameter Variation; Image Processing; Thick/Thin Places; Yarn parameterization;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, Computing and Control (ISPCC), 2013 IEEE International Conference on
Conference_Location
Solan
Print_ISBN
978-1-4673-6188-0
Type
conf
DOI
10.1109/ISPCC.2013.6663391
Filename
6663391
Link To Document