1 ) Method for interpolating at least one pixel of a motion compensated image from at least two source images, comprising the steps of: for said pixel of the image to interpolate, estimating a motion vector from the source images, determining at least one information representative of the estimation of said vector, selecting an interpolation pattern for said pixel of the image to interpolate in accordance with said information representative of the estimation of said vector, said interpolation pattern identifying pixels in at least one of said source images and associating to each one of said identified pixels a weighting factor, and interpolating said pixel of the image from the pixels and the factors of the selected interpolation pattern.