SPIPS fuses traditional and deep features, separated into semantic and perceptual streams, to predict human-perceived image quality and reports small gains over LPIPS on BAPPS.
Efros, Eli Shechtman, and Oliver Wang
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Scene Perceived Image Perceptual Score (SPIPS): combining global and local perception for image quality assessment
SPIPS fuses traditional and deep features, separated into semantic and perceptual streams, to predict human-perceived image quality and reports small gains over LPIPS on BAPPS.