QualiCLIP introduces a self-supervised opinion-unaware method for No-Reference Image Quality Assessment (NR-IQA). By aligning images and text prompts, QualiCLIP generates quality-aware representations that correlate with image degradation levels. The approach outperforms state-of-the-art methods on various datasets, demonstrating robustness and improved explainability.
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by Lorenzo Agno... alle arxiv.org 03-19-2024
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