Joint MR sequence optimization beats pure neural network approaches for spin-echo MRI super-resolution.
Hoai Nam DangVladimir GolkovThomas WimmerDaniel CremersAndreas K. MaierMoritz ZaissPublished in: CoRR (2023)
Keyphrases
- super resolution
- high resolution
- low resolution
- image reconstruction
- low resolution images
- medical images
- multi frame
- image super resolution
- high quality
- super resolution reconstruction
- high resolution images
- mr images
- light field
- image restoration
- high frequency
- spatial resolution
- motion blur
- image resolution
- motion estimation
- image patches
- magnetic resonance imaging
- single frame
- single image super resolution
- higher resolution
- magnetic resonance images
- super resolved
- adaptive regularization
- super resolution image reconstruction
- maximum a posteriori
- depth map
- image registration
- multiresolution