A physics-grounded synthesis pipeline generates paired reflected and clean videos, a two-stage diffusion model removes reflections in one step, and a new benchmark evaluates video dereflection.
Separating reflections and lighting using independent compo- nents analysis,
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From Synthesis to Removal: Physics-Grounded Reflection Simulation and Diffusion-Based Video Dereflection
A physics-grounded synthesis pipeline generates paired reflected and clean videos, a two-stage diffusion model removes reflections in one step, and a new benchmark evaluates video dereflection.