Objective evaluation of multidirectional fabric wrinkling using image analysis

Abstract In the textile industry, the wrinkled fabrics are regularly evaluated subjectively in reference to a set of visual standards. However, due to the disadvantages of visual evaluation, which are unreliable and time-inefficient, several objective methods were recently developed. In this paper, a new objective evaluation of multidirectional realistic fabric's wrinkling generated by the French method of “cylindre creux” was proposed using the image processing. Four characteristics of wrinkled fabrics were evaluated to estimate wrinkle grade with a statistical model. The study reveals a good correlation between the objective wrinkling evaluation (using image analysis) and the subjective evaluation (using the visual standards).

[1]  Youngjoo Na,et al.  Assessing Wrinkling Using Image Analysis and Replicate Standards , 1995 .

[2]  B. K. Behera,et al.  IMAGE-PROCESSING IN TEXTILES , 2004 .

[3]  Bugao Xu,et al.  Fabric wrinkle evaluation using laser triangulation and neural network classifier , 1999 .

[4]  Jinlian Hu,et al.  Measuring and Modeling 3D Wrinkles in Fabrics , 2002 .

[5]  Tae Jin Kang,et al.  A New Objective Method of Measuring Fabric Wrinkles Using a 3-D Projecting Grid Technique , 1999 .

[6]  Narahari Kenkare Fabric Drape Measurement: A Modified Method Using Digital Image Processing , 2005 .

[7]  Bugao Xu,et al.  Instrumental Evaluation of Fabric Wrinkle Recovery , 1995 .

[8]  Narahari Kenkare,et al.  Evaluation of drape characteristics in fabrics , 2005 .

[9]  Toshio Mori,et al.  Evaluating Wrinkled Fabrics with Image Analysis and Neural Networks , 2002 .

[10]  Jae Yeol Lee,et al.  Objective Evaluation of Fabric Wrinkles and Seam Puckers Using Fractal Geometry , 2000 .

[11]  X. B. Huang,et al.  Evaluating Fabric Wrinkle Degree with a Photometric Stereo Method , 2003 .

[12]  M. J. Alagha,et al.  Objective Assessment of Wrinkle Recovery by Means of Laser Triangulation , 1996 .

[13]  Eui Hwa Kim,et al.  Objective Evaluation of Wrinkle Recovery , 1999 .

[14]  Bugao Xu,et al.  Evaluating Fabric Smoothness Appearance with a Laser Profilometer , 1998 .

[15]  Bugao Xu,et al.  Characterizing Fiber Crimp by Image Analysis: Definitions, Algorithms, and Techniques , 1992 .