Estimation of Displacement Vector Field from Noisy Data using Maximum Likelihood Estimator

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 &...

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Bibliographische Detailangaben

Hauptverfasser:	El Mehdi, Ismaili Aalaoui, El Haj Elhassane, Ibn
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Degradation Finite impulse response filter Gaussian noise Image sequences Maximum likelihood estimation Motion estimation Parameter estimation Phase estimation Robustness Video compression
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