Most coding applications have been developed without considering temporal aliasing. The Letter describes a lowpass temporal filter which removes temporal aliasing. The proposed filter, the motion adaptive spatial filter (MASF), is employed in the spatial domain in the direction of movement. By reducing the visual artifacts caused by the aliasing, the MASF improves visual effects and coding rates.