DiffHDR: Re-Exposing LDR Videos with Video Diffusion Models

📰 ArXiv cs.AI

DiffHDR uses video diffusion models to re-expose LDR videos to HDR quality

advanced Published 8 Apr 2026
Action Steps
  1. Apply video diffusion models to LDR videos
  2. Use the models to predict missing highlight and shadow details
  3. Re-expose the videos to achieve HDR quality
  4. Evaluate the results using metrics such as PSNR and SSIM
Who Needs to Know This

Computer vision engineers and researchers can benefit from this technique to improve video quality, while product managers and software engineers can apply it to enhance user experience in video streaming services

Key Insight

💡 Video diffusion models can be used to recover lost highlight and shadow details in LDR videos

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📹💡 Re-expose LDR videos to HDR with DiffHDR!
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