1. A system for reconstructing a high resolution image from at least one image sequence of temporally related high and low resolution image frames, each of said high resolution image frames including a low spatial frequency component and a high spatial frequency component, said system comprising: a first spatial interpolator adapted to generate a low spatial frequency component from a low resolution image frame of said at least one image sequence; a high spatial frequency component generator for generating a high spatial frequency component from at least one high resolution image frame of said at least one image sequence, said at least one high resolution image frame being closely related to said low resolution image frame; a remapper for mapping said high spatial frequency component to a motion-compensated high spatial frequency component estimate of said low resolution image frame; and an adder for adding said motion-compensated high spatial frequency component estimate of said low resolution image frame to said generated low spatial frequency component of said low resolution image frame to form a reconstructed high resolution image of said low resolution image frame.