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.
إلى لغة أخرى
من محتوى المصدر
arxiv.org
الرؤى الأساسية المستخلصة من
by Lorenzo Agno... في arxiv.org 03-19-2024
https://arxiv.org/pdf/2403.11176.pdfاستفسارات أعمق