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Image quality assessment is often performed with deep networks that are fine-tuned to regress a human provided quality score of a given image. Usually, this approach may lack generalization capabilities and, while being highly precise on similar image ...

Evaluation of generative models, in the visual domain, is often performed providing anecdotal results to the reader. In the case of image enhancement, reference images are usually available. Nonetheless, using signal based metrics often leads to ...