1. A method of correcting for artifacts caused by highly attenuating objects in image data, the image data collected in a computed tomography system, said method comprising the steps of: determining an attenuation characteristic for each highly attenuating material of the highly attenuating objects; identifying the highly attenuating objects in the image; and generating error-only image data for each highly attenuating object.