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
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