Regression and ranking in BIQA both fit quality margins, enabling a unified margin optimization framework called MR-IQA for RL-based assessment.
Guiding perception-reasoning closer to human in blind image quality assessment.arXiv preprint arXiv:2512.16484, 2025
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MR-IQA: A Unified Margin View of Regression and Ranking for Blind Image Quality Assessment
Regression and ranking in BIQA both fit quality margins, enabling a unified margin optimization framework called MR-IQA for RL-based assessment.