Perceptual image distortion

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...

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Published inImage Processing, 1994 International Conference on Vol. 2; pp. 982 - 986 vol.2
Main Authors Teo, P.C., Heeger, D.J.
Format Conference Proceeding
LanguageEnglish
Published IEEE Comput. Soc. Press 1994
Subjects
Area measurement
Data compression
Distortion measurement
Energy measurement
Humans
Image coding
Image processing
Predictive models
Psychology
Quantization
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ISBN0818669527
9780818669521
DOI10.1109/ICIP.1994.413502

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Abstract 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.< >
AbstractList 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.< >
Author Heeger, D.J.
Teo, P.C.
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Snippet In this paper, we present a perceptual distortion measure that predicts image integrity far better than mean-squared error. This perceptual distortion measure...
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StartPage 982
SubjectTerms Area measurement
Data compression
Distortion measurement
Energy measurement
Humans
Image coding
Image processing
Predictive models
Psychology
Quantization
Title Perceptual image distortion
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