InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model.
Jueqi WangJacob LevmanWalter Hugo Lopez PinayaPetru-Daniel TudosiuM. Jorge CardosoRazvan V. MarinescuPublished in: CoRR (2023)
Keyphrases
- diffusion model
- brain mri
- super resolution
- magnetic resonance images
- high resolution
- diffusion tensor
- low resolution
- image reconstruction
- anatomical structures
- anisotropic diffusion
- low resolution images
- region growing
- motion estimation
- image super resolution
- information diffusion
- high quality
- diffusion process
- high resolution images
- resolution enhancement
- super resolution reconstruction
- super resolved
- medical images
- mr images
- medical imaging
- depth map
- white matter
- edge detection
- image sequences
- image processing
- multiresolution