Seonglae ChoLearned Perceptual Image Patch Similarity
Perceptual loss has the highest correlation with human subjective evaluation
Corrects pretrained CNN/Vision Transformer feature differences with learned weighting
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
While it is nearly effortless for humans to quickly assess the perceptual similarity between two images, the underlying processes are thought to be quite complex. Despite this, the most widely...
https://arxiv.org/abs/1801.03924
