Aerial imagery is of a great interest on both civil and military applications. In this project we are given a set of aerial images along with many tracks of the objects. The goal is to distinguish with maximal confidence between the tracks that belong to static (background) and to moving objects. The way is to model the movement of the background and the filter the tracks that contradict the model.