[ECCV 2022] We investigated a broad range of neural network elements and developed a robust perceptual similarity metric. Our shift-tolerant perceptual similarity metric (ST-LPIPS) is consistent with human perception and is less susceptible to imperceptible misalignments between two images than existing metrics.
iqa
image-quality-assessment
perceptual-similarity
full-reference-iqa
full-reference-image-quality-assessment
ml-robustness
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Updated
May 21, 2024 - Python