AINeutralarXiv – CS AI · 11h ago6/10
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HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects
HaineiFRDM is a new diffusion-based AI model for film restoration that addresses critical limitations in handling fast motion and complex defects while maintaining structural integrity. The research introduces a patch-wise restoration strategy with frequency-based modules and releases a new film restoration dataset, enabling high-resolution processing on consumer-grade hardware.