AI RESEARCH
MSIQ: Moment-based Scale-Invariant Quality Measure for Single Image Super-Resolution
arXiv CS.CV
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ArXi:2605.17588v1 Announce Type: new Assessing the quality of single image super-resolution (SISR) results remains an open methodological problem. Common full-reference metrics (PSNR, SSIM, LPIPS) do not explicitly evaluate the preservation of the geometric structure of images, which is critical for the correctness of scale-based reconstruction.