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An Optimal and Statistically Robust Correlation Technique for Block Based Motion Estimation

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4 Author(s)
Essannouni, F. ; Lab. de Mathematiques Pures et Appliquees, Univ. du Littoral-Cote d''Opale, Calais ; Thami, R.O.H. ; Salam, A. ; Aboutajdine, D.

In this paper we propose an optimal and robust correlation technique for the local motion estimation purposes. It is based on the maximization of a statistical robust matching function, which is computed in the frequency domain and therefore can be implemented by fast transformation algorithms. We show that our method achieves a significant speed up and robustness over the full search block-matching algorithm. We also present a comparative performance analysis, which shows that the proposed method greatly outperforms the state-of-the-art in correlation motion estimation

Published in:

Multimedia and Expo, 2006 IEEE International Conference on

Date of Conference:

9-12 July 2006

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