In this paper, we present a perceptual distortion measure that predicts image integrity far better than mean-squared error. This perceptual distortion measure is based an a model of human visual processing that fits empirical measurements of the psychophysics of spatial pattern detection. The model of human visual processing proposed involves two major components: a steerable pyramid transform and contrast normalization. We also illustrate the usefulness of the model in predicting perceptual distortion in real images.<>
Perceptual image distortion
Proceedings of 1st International Conference on Image Processing ; 2 ; 982-986 vol.2
01.01.1994
438859 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
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