Cukurova University,Department of Textile Engineering, Main Branch of Textile Technology

November 08, 2020

The Usage of Image Processing Techniques on the Determination of Pilling Grades

This compilation presents a detailed review of current research, developments, and progress on nanotechnology usage for the elimination of dyes from effluents released by textile industries. The benefits of using nanomaterials for functionalized textile production are presented, and the applications of nanomaterials in the most known functional technical textiles are discussed. The authors present the results of empirical studies carried out in the Portuguese industrial context, including the textile sector, where the relationship between negative effects associated with shift work and the adoption of certain management practices by organizations is analyzed. Additionally, the authors discuss how, to achieve the Fourth Industrial Revolution, technological tools must be incorporated into both the production and consumption of textiles. The closing study indicates that it is possible to make objective pilling detection easily for standard fabric structures in the textile industry using databases created by measuring lots of samples.

Chapter 5. The Usage of Image Processing Techniques on the Determination of Pilling Grades (Abdurrahman Telli, Department of Textile Engineering, Cukurova University, Adana, Turkey)

ABSTRACT: Pilling is a serious defect of fabric surface that gives an unpleasant appearance to garment. Pilling tendency is tested with different methods and devices in the laboratory conditions. The determination of the pilling grades is made with visual control by operators. Therefore, the human factor is significantly effective in this subjective evaluation method and may cause incorrect results. Studies in recent years show that objective methods based on image processing are preparing to replace subjective pilling assessments. In this chapter, difficulties in the subjective evaluation of the pilling grades were explained. Potential opportunities presented by image processing studies in the literature on the objective evaluation of the pilling grades were investigated. Image processing steps were given with various examples by using Image Processing Toolbox and codes in MATLAB software. In this study, it was indicated that it is possible to make an objective pilling detection easily for the fabric structures used as standard in the textile industry thanks to the databases to be created with measuring lots of samples.

ISBN: 978-1-53618-770-0

Publication Date: October 30, 2020

Original Language: English

Document type: Book/ Restricted Access

Publisher: Nova Science