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AbsoluteDegradation: A Physics-Inspired Synthetic Film-Degradation Pipeline and Archival Film Restoration Benchmark
AbsoluteDegradation synthesizes realistic film degradations via physics-inspired modular pipelines and introduces a large-scale archival benchmark, showing improved real-world generalization and exposing current restoration failure modes.
Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 2/5