DiSCo compresses video by transmitting semantic text, spatiotemporally degraded frames, and motion cues, then reconstructs high-quality output via conditional video diffusion, outperforming baselines by 2-10X on perceptual metrics at low bitrates.
Mcl-jcv: A jnd-based h.264/avc video quality assessment dataset.IEEE Interna- tional Conference on Image Processing (ICIP), pages 1509– 1513, 2016
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Low-Bitrate Video Compression through Semantic-Conditioned Diffusion
DiSCo compresses video by transmitting semantic text, spatiotemporally degraded frames, and motion cues, then reconstructs high-quality output via conditional video diffusion, outperforming baselines by 2-10X on perceptual metrics at low bitrates.