Different coding schemes introduce different artifacts to the decoded pictu
res, making it difficult to design an objective quality model capable of me
asuring all of them. A feasible approach is to design a picture-quality mod
el for each kind of known distortion, and combine the results from the mode
ls according to the perceptual impact of each type of impairment. In this l
etter, a multi-metric model comprising of a perceptual model and a blockine
ss detector is proposed, designed for MPEG video, Very high correlation bet
ween the objective scores from the model and the subjective assessment resu
lts has been achieved.