AI RESEARCH
A Causally Grounded Taxonomy for Image Degradation Robustness Evaluation
arXiv CS.CV
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ArXi:2605.15906v1 Announce Type: new Image degradations can occur during acquisition, processing, and transmission, altering visual appearance and affecting downstream vision tasks. They are studied in several communities, including synthetic corruption benchmarks for robustness evaluation, perceptual image quality assessment, and physically grounded analyses of imaging systems or real camera failures.