Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution.
Guangyuan LiJun LvYapeng TianQi DouChengyan WangChenliang XuJing QinPublished in: CVPR (2022)
Keyphrases
- super resolution
- high resolution
- multiscale
- low resolution
- image reconstruction
- low resolution images
- high quality
- image restoration
- motion estimation
- magnetic resonance imaging
- video super resolution
- super resolved
- high resolution images
- image super resolution
- super resolution reconstruction
- image resolution
- keypoints
- motion blur
- remote sensing
- image processing
- multi frame
- dense motion estimation
- depth map
- medical images
- resolution enhancement
- light field
- image representation
- scale space
- single image super resolution
- adaptive regularization
- coarse to fine
- image patches
- higher resolution
- high resolution video
- multiresolution
- multi view
- computer vision
- spatial resolution
- single frame
- optic flow