• DocumentCode
    2033051
  • Title

    Image analysis by discrete radial Tchebichef moments

  • Author

    Li, Li ; Fu, Bo ; Xu, Wen ; Li, Bo ; Zhang, Guojun

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Hubei Univ. of Technol., Wuhan, China
  • Volume
    2
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    569
  • Lastpage
    572
  • Abstract
    The feature extracted by the rotation invar -iants of radial Tchebichef moments could make the image analysis more effectively. However, the classical method adopted integral point sampling which has defects of too many sampling points in the centre of unit circle and insufficient samplings on the edge of the circle. It reduces the efficiency of feature extraction. In order to resolve this problem, we adopt Mukundan´s square-to-circular transformation to project square image to circle grids. By making the discrete radial Tchebichef polynomials orthogonal to discrete Fourier in circumferential direction, a kind of new discrete radial Tchebichef Fourier moments can be constructed. The experimental results show that the suggested method is better than Mukundan´s method as the size of image is large.
  • Keywords
    Fourier analysis; feature extraction; image processing; polynomials; sampling methods; Mukundan square-to-circular transformation; circumferential direction; discrete radial Tchebichef Fourier moments; discrete radial Tchebichef moments; discrete radial Tchebichef polynomials orthogonal; feature extraction; image analysis; integral point sampling; rotation invariant; Feature extraction; Image reconstruction; Mathematical model; PSNR; Pattern recognition; Polynomials; Discrete Radial Tchebichef Moments; Fourier transforms; PSNR; Tchebichef polynomials;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5931-5
  • Type

    conf

  • DOI
    10.1109/FSKD.2010.5569478
  • Filename
    5569478