Prediction Method for Wrinkle Grade by Image Analysis

This paper describes an objective evaluation method for fabric wrinkles of shirts formed after washing. The fabric wrinkle images were measured by texture analysis and evaluated subjectively by experts. The textural features of wrinkle images have a significant correlation with wrinkle grades evalua...

Full description

Saved in:
Bibliographic Details
Published in:Journal of Textile Engineering 2008/10/15, Vol.54(5), pp.135-141
Main Authors: MATSUOKA, Toshio, KANAI, Hiroyuki, KIMURA, Hirokazu, KOUSO, Takeyoshi, SHIBATA, Kiyohiro, NISHIMATSU, Toyonori
Format: Article
Language:English
Subjects:
Sensory evaluation
Textural analysis
Wrinkle after washing
Wrinkle grade
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:This paper describes an objective evaluation method for fabric wrinkles of shirts formed after washing. The fabric wrinkle images were measured by texture analysis and evaluated subjectively by experts. The textural features of wrinkle images have a significant correlation with wrinkle grades evaluated by experts. A principal component analysis with textural features of images was carried out, and also a multiple regression analysis was carried out using the two principle component scores as explanatory variables and wrinkle grades evaluated by experts as criterion variables. As the result, we proposed an objective evaluation equation for predicting wrinkle grades. It was found that the wrinkle grades predicted by the equation have a significant correlation with the result of subjective evaluation, and the fabric wrinkles of shirts after washing is objectively evaluated with our proposed equation.
ISSN:1346-8235
1880-1986
DOI:10.4188/jte.54.135