Preprint
Oct 2026
Explicit Regional Representations For Video Quality Assessment
End-to-end video quality assessment (VQA) methods leave the regional evidence underlying their predictions largely implicit. We introduce an explicit pixel-level regional representation for VQA, instantiated as a Quality-Relevance Heatmap (QRH) that combines localized degradation evidence with perceptual priors under v...
Fu-Yi Yang, Lei-Chao Yang, Andrew Liu et al.
· 0 citations