1. A method implemented on a computing device having a processor and a memory for assessing perceptual objective video quality that predicts human visual video quality perception behaviors, comprising: producing a multi-dimensional quality map of a video being assessed, where the map indicates local quality variations of the video in a multi-dimensional space including one or more of two spatial dimensions, one scale dimension, one time dimension, and one distortion type dimension; determining a viewing resolution factor in the unit of pixels per degree of visual angle using the parameters or a subset of parameters of viewing window/screen size, device screen resolution, replay temporal resolution, viewing distance, device screen contrast, viewing angle, and viewing window resolution; and utilizing the viewing resolution factor in the combination of the multi-dimensional quality map into a scalar or vector-valued measure on the quality of the video being assessed.