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FlashReFocus: Interactive Image Refocusing in Seconds

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In brief

  1. FlashReFocus runs a diffusion model once per image, then uses a lightweight network for edits.
  2. The method separates ill-posed image restoration from deterministic blur rendering.
  3. Results are 148x faster than competing generative approaches for refocusing.

FlashReFocus introduces a new approach to post-capture refocusing by changing depth of field and focal plane. Unlike current generative methods, it runs a diffusion model once per image, then applies edits with a lightweight network in real time.

This summary gives you the essentials. The full article, its figures and quotes are on cs.AI updates on arXiv.org.

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