1. A method of evaluating data associated with direct volume renderings, comprising: automatically electronically analyzing a plurality of local histograms derived from a volume rendering data set; and programmatically generating data that is used for at least one of (a) material classification or (b) material detection, of materials in the data set, including materials of similar intensity, based on the analyzing step.