Automatic Recognition of Fabric Weave Patterns by a Fuzzy C-Means Clustering Method

Textile Research Journal

Volumn 74, Issue 2, 2004, Pages 107-111

  Kuo, ^a   Shih, Chung Yang ^a   Lee, Jiunn Yih ^a  

^a NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COLOR; FUZZY SETS; PATTERN RECOGNITION; SCANNING;

COLOR SCANNERS; FABRIC WEAVE PATTERNS;

FABRICS;

ALGORITHMS; COLOR; FUZZY LOGIC; PATTERN RECOGNITION; SCANNING; WOVEN FABRIC;

CALCULATION; FUZZY LOGIC; MORPHOLOGY; PATTERNS; WEAVE; WOVEN FABRIC;

EID: 1542610660     PISSN: 00405175     EISSN: None     Source Type: Journal    
DOI: 10.1177/004051750407400204     Document Type: Article

References (10)

1. Bezdek, J.C., “Pattern Recognition with Fuzzy Objective Function Algorithm,” Plenum Press. NY, 1981.
2. Edward, R.D., “Digital Image Processing Methods,” Rochester, NJ, 1994, pp. 60-102.
3. Huang, C.C., Liu, S.C., and Yu, W.H., Woven Fabric Analysis by Image Processing, Part I: Identification of Weave Patterns, Textile Res. J. 70(6), 481-485 (2000).
4. Kang, T.J., Kim, C.H., and Oh, K.W. Automatic Recognition of Fabric Weave Patterns by Digital Image Analysis, Textile Res. J. 69(2), 77-83 (1999).
5. Lin, J.J., Applying a Co-occurrence Matrix to Automatic Inspection of Weaving Density for Woven Fabrics, Textile Res. J. 72(6), 486-490 (2002).
6. Parker. J.R., “Algorithms for Image Processing and Computer Vision,” Wiley Computer, NY, 1997, pp. 68-114.
7. Ravandi, S.A.H., and Toriumi. K. Fourier Transform Analysis of Plain Weave Fabric Appearance, Textile Res. J. 65(11), 676-683 (1995).
8. Tomita, F., and Tsuji, S., “Computer Analysis of Visual Textures,” Kluwer Academic, Boston, MA. 1990, pp. 13-36.
9. Xu, B., Identifying Fabric Structures with Fast Fourier Transform Techniques, Textile Res. J. 66(8), 496-506 (1996).
10. Wong, C.C., Chen, C.C., and Su. M.C., A Novel Algorithm for Data Clustering, Pattern Recog. 34, 425-442 (2001).