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Learning to Predict Image‐based Rendering Artifacts with Respect to a Hidden Reference Image

Learning to Predict Image‐based Rendering Artifacts with Respect to a Hidden Reference Image

Abstract Image metrics predict the perceived per‐pixel difference between a reference image and its degraded (e. g., re‐rendered) version. In several important applications, the reference image is not available and image metrics cannot be applied. We devise a neural network architecture and training procedure that allows predicting the MSE, SSIM …