Researchers from NTU have developed a robust approach to video super-resolution by leveraging diffusion models, addressing the challenge of generating realistic textures. They incorporate a local-global temporal consistency strategy and introduce text prompts to guide texture creation. The model achieves state-of-the-art performance on benchmarks, showing remarkable visual realism and temporal coherence.
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