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Motion estimation using higher-order statistics
Sayrol Clols, Elisa; Gasull Llampallas, Antoni; Rodríguez Fonollosa, Javier
Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; Universitat Politècnica de Catalunya. SPCOM - Grup de Recerca de Processament del Senyal i Comunicacions
The objective of this paper is to introduce a fourth-order cost function of the displaced frame difference (DFD) capable of estimating motion even for small regions or blocks. Using higher than second-order statistics is appropriate in case the image sequence is severely corrupted by additive Gaussian noise. Some results are presented and compared to those obtained from the mean kurtosis and the mean square error of the DFD.
Peer Reviewed
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal
Random noise theory
Motion
Image processing
Additive Gaussian noise
Displaced frame difference
Fourth-order cost function
Higher order statistics
Image segmentation
Image sequences
Mean kurtosis
Mean square error
Motion estimation
Imatges -- Processament -- Matemàtica
Article
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
         

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