Abstract: A computer-based defect recognition system for the automatic detection of parts defects includes an inspection knowledge base which enables automated defect inspections based upon a variety of nondestructive imaging tests, particular parts under test, the particular zone and region of the part, and the types of nondestructive imaging tests used. The knowledge database also provides for automated defect recognition to be applied to a wide variety of parts using a variety of nondestructive imaging tests while enabling flexible testing of different classified zones and regions of each part using the part-specific, zone- or region-specific, imaging test-specific inspection criteria, image processing algorithms, and computation algorithms.