Detecting buildings in aerial images

Abstract Detecting building structures in aerial images is a task of importance for many applications. Low-level segmentation rarely gives a complete outline of the desired structures. We use a generic model of the shapes of the structures we are looking for — that they are rectangular or composed of rectangular components. We also use shadows cast by buildings to confirm their presence and to estimate their height. Our techniques have been tested on images with density typical of suburban areas.