Automatic method based on image analysis for pilling evaluation in fabrics

A fully automatic method for pilling evaluation in wear-and- tear fabrics is developed from the image analysis of a set of standard photographs (Zweigle KG-741 Reutlingen). The method involves opera- tions 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 stan- dard. Two mathematical descriptions are analyzed according to the un- derlying rule established by the standard images, using the visual esti- mation of the area of pilling performed by a group of observers. A logarithmic (in base two) approach, which is consistent with human vi- sual perception laws and facilitates an optimization of the method, is eventually adopted. © 1998 Society of Photo-Optical Instrumentation Engineers. (S0091-3286(98)02111-4)