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Rejina P V

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#diffusion models Open access Sep 2026

Diffusion Models for Image Restoration and Super Resolution: Methods and Evaluation

Image restoration asks for the clean picture behind a blurred, noisy, downsampled or partly missing one. That question has no single answer, and the honest output is a distribution rather than a point estimate. Diffusion models produce exactly that, which explains why they moved into restoration so quickly. This review...

Rejina P V · 0 citations
#diffusion models Open access Sep 2026

Diffusion Models for Image Restoration and Super Resolution: Methods and Evaluation

Image restoration asks for the clean picture behind a blurred, noisy, downsampled or partly missing one. That question has no single answer, and the honest output is a distribution rather than a point estimate. Diffusion models produce exactly that, which explains why they moved into restoration so quickly. This review...

Rejina P V · 0 citations

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