An Image Processing Research Consistent with Standard Photographs to Determine Pilling Grade of Woven Fabrics

TELLİ A.

TEKSTIL VE KONFEKSIYON, cilt.29, sa.3, ss.268-276, 2019 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 29 Sayı: 3
  • Basım Tarihi: 2019
  • Doi Numarası: 10.32710/tekstilvekonfeksiyon.621184
  • Dergi Adı: TEKSTIL VE KONFEKSIYON
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.268-276
  • Anahtar Kelimeler: Pilling, image processing, GLCM, texture analysis, MATLAB, OBJECTIVE EVALUATION
  • Çukurova Üniversitesi Adresli: Evet

Özet

In this study, MATLAB 2018a software was used to evaluate pilling grade of woven fabrics objectively. Experimental works were carried out on the EMPA W3 standard photographs and accordingly two woven fabrics. Equations were built based on the measurements of pill characteristics and textural parameters of these photographs with the help of curve fitting method after image processing steps. Intervals were generated for each fabric by using slope of these equations and quantitative parameters obtained from the original fabric. Furthermore, fabrics that were provided pilling formation at different test turns were evaluated subjectively by expert operators. Objective results corresponding to each parameter were analyzed comparatively with these subjective results. The developed method was successful by using mean of matrix elements from textural parameters and total area from pill characteristics.