Estimation of Motion Fields from Noisy Image Sequences: Using Generalized Cross-Correlation Methods

Abstract

The present study proposes an approach for robust motion estimation between two successive image frames from a degraded sequence. The method is based on Generalized Cross-Correlation (GCC) Methods, where the phase of the Fourier components is used for motion parameter estimation. This method uses "Whitening" FIR filters to sharpen the cross correlation… (More)

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