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F. Dekeyser, P. Bouthemy, P. Pérez. Spatio-temporal Wiener filtering of image sequences using a parametric motion model. In IEEE Int. Conf. on Image Processing, ICIP'2000, Vancouver, Canada, September 2000.

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This paper deals with the use of a 2D parametric motion model to reduce noise in image sequences. We estimate with a robust method an affine motion model, accounting for the dominant image motion. Then, we cancel it before applying an adaptive spatio-temporal filter. We have compared the performance of several filtering schemes and evaluated the influence of the motion compensation step on this performance


Patrick Bouthemy
Patrick Pérez

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   Author = {Dekeyser, F. and Bouthemy, P. and Pérez, P.},
   Title = {Spatio-temporal Wiener filtering of image sequences using a parametric motion model},
   BookTitle = {IEEE Int. Conf. on Image Processing, ICIP'2000},
   Address = {Vancouver, Canada},
   Month = {September},
   Year = {2000}

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