Feature Model of Fabrics Irregular Defect
Aiming at current situation of absenting effective texture feature model for irregular defects of fabric image, this paper proposes a new feature model with “mean range” texture, which can express irregular defect of fabric better. In this paper, the definition of irregular defect is given, and rule model expressing fabric texture is established. At this basis, feature model of mean range texture is proposed, which can express irregular defects for all kinds of fabrics. After a large number of experiments, we conclude that feature with mean range is simple and effective, express fabric texture better, can show feature mutation of irregular defect, and offer reliable texture feature model for continue relating quality detection of fabric.
Z. Liu "Feature Model of Fabrics Irregular Defect", Key Engineering Materials, Vols. 460-461, pp. 566-568, 2011