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
Link To Document :
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