Objects in aerial images are extracted by using a new method based on a two dimensional viewer centred model. Using this approach has advantages over existing methods because the models are easily created and it is e cient. Experiments illustrate the extraction and tracking of man made objects in reconnaissance images. In later work we intend to extend the method to allow selection between di erent object types, or between di erent views of the same object.