• DocumentCode
    503917
  • Title

    Skew Rectification for Yarn-dyed Fabric via FFT in HSL Color Space

  • Author

    Pan, Ruru ; Gao, Weidonga ; Liu, Jihong

  • Author_Institution
    Sch. of Textile & Clothing, Jiangnan Univ., Wuxi, China
  • Volume
    2
  • fYear
    2009
  • fDate
    19-21 May 2009
  • Firstpage
    481
  • Lastpage
    485
  • Abstract
    The texture of yarn-dyed fabric image has been analyzed in HSL color space. With Fourier transform, periods of the pixels in a line are obtained. By comparing the periods in different lines, a conclusion that if the line is parallel to the yarns, sum of periods for the three components (H,S,L) comes to minimum, is proposed in this paper. By this conclusion, the center of fabric image is chosen as skew rectification point. All the lines within plusmn 20 degree are traversed with a step 0.2 degree, and the periods of H,S and L for the pixels in these lines are all calculated with FFT. By sum the three periods of each line, 101 sum values are obtained. Then the position of yarns can be located by finding the line with minimum period. This method is proved efficiency by the experiment, with a precision of 0.2 degree.
  • Keywords
    fast Fourier transforms; image colour analysis; FFT; Fourier transform; HSL color space; skew rectification; yarn-dyed fabric; Artificial neural networks; Boilers; Combustion; Fabrics; Flue gases; Power generation; Power generation economics; State estimation; Support vector machines; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering, 2009. WCSE '09. WRI World Congress on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-0-7695-3570-8
  • Type

    conf

  • DOI
    10.1109/WCSE.2009.149
  • Filename
    5319569