A self-supervised relational IQA system creates disentangled spatial distortion maps and contrastive quality scores from synthetic data alone, removing the need for human-labeled mean opinion scores.
Information content weighting for perceptual image quality assessment.IEEE Transactions on Image Processing, 20(5):1185–1198
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Pixel Perfect: Relational Image Quality Assessment with Spatially-Aware Distortions
A self-supervised relational IQA system creates disentangled spatial distortion maps and contrastive quality scores from synthetic data alone, removing the need for human-labeled mean opinion scores.