This paper presents a perceptual model to predict the visual distinction be
tween a pair of color images which correlates well with the human observer'
s evaluation. Its basic assumptions are to be in agreement with spatial-fre
quency channels models quite successful for the detection of Visual pattern
s. The model was applied to predict the perceived quality of a basic patter
n as well as the visibility of the artifacts in JPEG reconstructions. The r
ank order produced by the PID error and other quantitative measure are comp
ared with the reference rank order as given by a subjective rating performe
d by photointerpreters. (C) 1998 Elsevier Science B.V. All rights reserved.