A computer implemented method, apparatus, and computer usable program code for generating a three-dimensional model of an object of interest in an aircraft. In response to transmitting a plurality of x-rays from a set of transmission points into the aircraft, backscatter x-ray data is received. The object identified from a two-dimensional diagram of the backscatter data. Points for the object are created from the identification of the object in the received data. The points are placed at a first distance from the transmission points to form a first curve. The points are placed at a second distance from the transmission points to form a second curve. A first surface is formed from the first and second curves. A second surface is formed that intersects the first surface to form an intersection. Three-dimensional data is generated for the three-dimensional model of the object from the intersection.