• DocumentCode
    705417
  • Title

    Symmetric correlation and its properties

  • Author

    Ito, Izumi ; Kiya, Hitoshi

  • Author_Institution
    Tokyo Inst. of Technol., Tokyo, Japan
  • fYear
    2010
  • fDate
    23-27 Aug. 2010
  • Firstpage
    1301
  • Lastpage
    1305
  • Abstract
    In this paper, symmetric correlation that is a correlation between symmetrically extended signals is proposed to estimate shifts between two signals. Symmetrical extension creates smooth boundaries of endpoints of signals to avoid the discontinuity of endpoints. The symmetric correlation is performed by discrete cosine transform (DCT) without the increase of the number of samples. Moreover, it is shown that whitening of signals removes the interference effect of symmetry. That is, the correlation between signals can be directly estimated by symmetric correlation with whitening. Using the signs of DCT coefficients can be approximated as whitening, which contributes to lower computational complexity.
  • Keywords
    correlation theory; discrete cosine transforms; signal processing; DCT; computational complexity; discrete cosine transform; extended signals; symmetric correlation; Computational complexity; Convolution; Correlation; Discrete Fourier transforms; Discrete cosine transforms; Facsimile; Symmetric matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2010 18th European
  • Conference_Location
    Aalborg
  • ISSN
    2219-5491
  • Type

    conf

  • Filename
    7096690