MR-IQA unifies regression and ranking in BIQA via a quality-margin optimization framework in RL, showing competitive performance on six benchmarks.
dipiq: Blind image quality assessment by learning-to-rank discriminable image pairs.IEEE Transac- tions on image processing, 26(8):3951–3964, 2017
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MR-IQA: A Unified Margin View of Regression and Ranking for Blind Image Quality Assessment
MR-IQA unifies regression and ranking in BIQA via a quality-margin optimization framework in RL, showing competitive performance on six benchmarks.