This report covers an investigation of the application of computer-aided tomography to the problem of nondestructive insepction of industrial components. The work presented here describes the application of tomographic techniques to neutron radiography. A comparison of neutron and x-ray tomography is included. Additionally, the capability for three-dimensional visualization of inspection data, made possible by the use of tomographic methods, is described.