1. A method for de-interlacing digital images, comprising: spatial de-interlacing a digital image to obtain a spatial reconstruction; applying, to said digital image, one or more de-interlacing procedures of a temporal type to obtain one or more temporal reconstructions; and selecting from among said spatial reconstruction and said one or more temporal reconstructions, said selecting operation including the operations of applying a cost function to said spatial reconstruction and said one or more temporal reconstructions and choosing whichever of said spatial reconstruction and temporal reconstructions minimizes said cost function.