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mr-denoising-and-super-resolution-using-regularized-reverse-diffusion.pptx

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mr-denoising-and-super-resolution-using-regularized-reverse-diffusion.pptx

  1. 1. MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion Hyungjin Chung, Eun Sun Lee, Jong Chul Ye Hyungjin Chung
  2. 2. Method
  3. 3. Hijacking the reverse diffusion for denoising
  4. 4. Illustration of the low-frequency regularization scheme
  5. 5. Results
  6. 6. Simulation study: denoising
  7. 7. Simulation study: denoising + SR
  8. 8. In-vivo study: denoising + SR / uncertainty quantification

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