Deep Residual Fourier and Self-Attention for Arbitrary Scale MRI Super-Resolution.
Xiaojie WangJing XiaShanshan GaoXingwei HaoYuanfeng ZhouPublished in: BIBM (2023)
Keyphrases
- super resolution
- high resolution
- image reconstruction
- low resolution
- image restoration
- low resolution images
- motion estimation
- magnetic resonance imaging
- resolution enhancement
- super resolved
- high quality
- multi frame
- motion blur
- super resolution reconstruction
- high resolution images
- single frame
- video super resolution
- medical images
- light field
- higher resolution
- image super resolution
- scale space
- image resolution
- super resolution image reconstruction
- radon transform
- spatial resolution
- remote sensing
- depth map
- image patches
- adaptive regularization
- phase unwrapping
- visual attention
- maximum a posteriori
- single image super resolution
- high resolution video
- computational complexity