Objective Measure of Woven Fabric’s Cover Factor by Image Processing

Digital image processing techniques have been applied to perform an automatic method for the objective measure of woven fabric’s cover factor. Based on a frequency domain analysis, digital images of woven fabric samples, obtained with a camera assembled to a microscope, were cropped to enclose the maximum integer number of warp and weft periods and leveled for non-uniform illumination. Posterior thresholding, designed to perform satisfactorily for both high and low cover factor fabric samples, gave rise to the objective value. The method was applied to three different sets of samples manufactured in plain weave, with known yarn numbers and thread counts. Cover factors obtained by this method showed good correlation with those obtained by a set of visual observers and were consistent with woven fabric parameters: yarn numbers (tex) and thread counts (yarns/cm). The procedure could be useful to monitor mean cover factor as well as cover factor variability in fabric batches. It does not require sophisticated equipment and could be straightforwardly implemented in a textile analysis laboratory.

[1]  A. Seyam,et al.  Mechanics of Woven Fabrics , 1993 .

[2]  F. T. Peirce The geometry of cloth structure , 1937 .

[3]  C. Pastore,et al.  Assessing Structural Changes in Knits During Processing , 2003 .

[4]  Jeanette M. Cardamone,et al.  Digital Image Analysis for Fabric Assessment , 2002 .

[5]  V. Milašius,et al.  An Integrated Structure Factor for Woven Fabrics Part I: Estimation of the Weave , 2000 .

[6]  Jaume Escofet,et al.  Weave-repeat identification by structural analysis of fabric images. , 2003, Applied optics.

[7]  Bülent Sankur,et al.  Survey over image thresholding techniques and quantitative performance evaluation , 2004, J. Electronic Imaging.

[8]  Bugao Xu,et al.  Identifying Fabric Structures with Fast Fourier Transform Techniques , 1996 .

[9]  Abdelfattah M. Seyam,et al.  Mechanics of Woven Fabrics , 1994 .

[10]  J. Kautzner,et al.  Ablation of atrial tachycardias after correction of complex congenital heart diseases: utility of intracardiac echocardiography. , 2008, Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology.

[11]  Gerald C. Holst,et al.  CCD arrays, cameras, and displays , 1996 .

[12]  Rafael C. González,et al.  Local Determination of a Moving Contrast Edge , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[13]  Tae Jin Kang,et al.  Automatic Structure Analysis and Objective Evaluation of Woven Fabric Using Image Analysis , 2001 .

[14]  R. Milašius,et al.  Influence of Fabric Structure on Some Technological and End-use Properties , 2003 .

[15]  J Escofet,et al.  Modeling of woven fabric structures based on fourier image analysis. , 2001, Applied optics.

[16]  I. Algaba,et al.  Influence of fiber type and fabric porosity on the UPF of summer fabrics , 2004 .

[17]  S. Galuszynski Structure and Tightness of Woven Fabrics , 1987 .