A diffusion-based video enhancement framework uses codec residuals, motion vectors, and QP-conditioned text prompts to improve the perceptual quality of heavily compressed videos.
Overview of the high efficiency video coding (HEVC) standard.IEEE Transactions on Circuits and Systems for Video Technology, 22(12):1649–1668, 2012
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DiffCVE: Diffusion-based Compressed Video Enhancement
A diffusion-based video enhancement framework uses codec residuals, motion vectors, and QP-conditioned text prompts to improve the perceptual quality of heavily compressed videos.