AUTOMATIC METHOD BASED ON IMAGE-ANALYSIS FOR PILLING EVALUATION IN FABRICS

A fully automatic method for pilling evaluation in wear-and-tear fabri cs is developed from the image analysis of a set of standard photograp hs (Zweigle KG-741 Reutlingen). The method involves operations in both the spatial and frequency domains to segment pills from the textured background of the web. It calculates the total area of pilling in the sample image and assigns a degree of pilling according to the standard . Two mathematical descriptions are analyzed according to the underlyi ng rule established by the standard images, using the visual estimatio n of the area of pilling performed by a group of observers. A logarith mic (in base two) approach, which is consistent with human visual perc eption laws and facilitates an optimization of the method, is eventual ly adopted. (C) 1998 Society of Photo-Optical Instrumentation Engineer s. [S0091-3286(98)02111-4].