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PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration

By Jinjin Gu and others
Image quality assessment (IQA) is the key factor for the fast development of image restoration (IR) algorithms. The most recent IR methods based on Generative Adversarial Networks (GANs) have achieved significant improvement in visual performance, but also presented great challenges for quantitative evaluation. Notably, we observe an increasing inconsistency between... Show more
September 26, 2020
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PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration
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