AI RESEARCH
Ultra-High-Definition Image Quality Assessment via Graph Representation Learning
arXiv CS.CV
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ArXi:2605.22192v1 Announce Type: new Blind image quality assessment (BIQA) for ultrahighdefinition (UHD) images remains challenging because native-resolution inference is computationally expensive, whereas aggressive resizing or isolated cropping may suppress scale-sensitive distortions and weaken the relationship between local artifacts and global scene context.