Grade assessment of fabric surface wrinkling by using image analysis

Fan Han, Taoyu Wan, G. K. Stylios

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Grade assessment of fabric surface wrinkling is a very important issue for assuring the quality of fabric seaming, which is inherently prone to deformation during garment manufacture. Although fabric properties can be related to seam pucker, the aesthetic judgement is still based upon ranking the stitched fabric samples by evaluators having compared them with photographic "standards". Thus, the visual evaluations obtained are unreliable and time-inefficient, and do not always agree - the evaluators must therefore be trained. This paper reports the development of a new automotive measuring system which is based on the use of computer-aided vision, according to image information from a new image capture instrument which consists of a pair of laser sources and a webcam within a closed booth. In order to extract pucker information, the image of fabric seam first passes through a filter algorithm, then uses modified pixel reading to determine the exact coordinate of every point on seam curves. This measurement procedure is objective and is focused on the statistical analysis of pucker characteristics and distribution of seams of different grade levels, by modelling the cognitive process involved in seam pucker assessment. Based on this principle, a set of convenient computer interfaces were developed for operating grade assessment available in a company. The result of grade assessment from the system was consistent with experimental assessment from skilled engineers, which confirmed the suitability of the system for industrial applications. © 2010 IEEE.

Original languageEnglish
Title of host publicationICIC 2010 - 3rd International Conference on Information and Computing
Pages9-12
Number of pages4
Volume2
DOIs
Publication statusPublished - 2010
Event3rd International Conference on Information and Computing - Wuxi, Jiang Su, China
Duration: 4 Jun 20106 Jun 2010

Conference

Conference3rd International Conference on Information and Computing
Abbreviated titleICIC 2010
CountryChina
CityWuxi, Jiang Su
Period4/06/106/06/10

Keywords

  • Fabric
  • Grade assessment
  • Image processing
  • Pucker index
  • Wrinkle

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  • Cite this

    Han, F., Wan, T., & Stylios, G. K. (2010). Grade assessment of fabric surface wrinkling by using image analysis. In ICIC 2010 - 3rd International Conference on Information and Computing (Vol. 2, pp. 9-12) https://doi.org/10.1109/ICIC.2010.96