SLIDE-IQA uses a dual-branch ViT with Threshold-Bounded Exclusion Mechanism for contrastive pretraining on localized degradations to boost sensitivity in NR-IQA while matching existing SSL benchmarks.
DeepFL-IQA: Weak supervision for deep IQA feature learning.arXiv preprint arXiv:2001.08113, 2020
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Spatially Localized Image Degradation Embeddings for Image Quality Assessment
SLIDE-IQA uses a dual-branch ViT with Threshold-Bounded Exclusion Mechanism for contrastive pretraining on localized degradations to boost sensitivity in NR-IQA while matching existing SSL benchmarks.