[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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May 21, 2024 - Python