• DocumentCode
    3157337
  • Title

    Approximation method for interpolating affine parameters in doubling frame rate

  • Author

    Ponla, Saranta ; Auethavekiat, Supatana ; Phongsuphap, Sukanya

  • Author_Institution
    Mahidol Univ., Bangkok, Thailand
  • fYear
    2009
  • fDate
    7-9 Jan. 2009
  • Firstpage
    383
  • Lastpage
    386
  • Abstract
    The quality of the frame rate up-conversion depends on the accuracy of the motion parameters. 2D affine model describes the motion better than the popular 2D translation model; however, its parameters are difficult to interpolate. In this paper, the approximation method for interpolating the mid-point of 2D affine parameters is proposed. The affine transform is approximated as the 2D rigid transformation where the target x and y axes are not orthogonal. Trigonometry relationship is applied to interpolate rotational parameters. Conventional linear interpolation is applied to interpolate translational parameters. For video sequences containing complex motion, the reconstruction from the approximated affine parameters gave higher PSNR and visually better result than the one from the interpolated 2D translation parameters.
  • Keywords
    affine transforms; approximation theory; image motion analysis; image reconstruction; image sequences; interpolation; video signal processing; 2D affine model; 2D rigid transformation; affine parameter interpolation; affine transform; approximation method; doubling frame rate; frame rate up-conversion quality; image reconstruction; linear interpolation; motion parameter; translational parameter; trigonometry relationship; video sequence; Approximation methods; Computational efficiency; Electronic mail; Image reconstruction; Interpolation; Motion estimation; PSNR; Shearing; Signal processing; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Signal Processing and Communication Systems, 2009. ISPACS 2009. International Symposium on
  • Conference_Location
    Kanazawa
  • Print_ISBN
    978-1-4244-5015-2
  • Electronic_ISBN
    978-1-4244-5016-9
  • Type

    conf

  • DOI
    10.1109/ISPACS.2009.5383822
  • Filename
    5383822