WavTrans: Synergizing Wavelet and Cross-Attention Transformer for Multi-contrast MRI Super-Resolution.
Guangyuan LiJun LyuChengyan WangQi DouJing QinPublished in: MICCAI (6) (2022)
Keyphrases
- super resolution
- high resolution
- low resolution
- image reconstruction
- image restoration
- resolution enhancement
- high quality
- low resolution images
- partial discharge
- motion blur
- multi frame
- high resolution images
- depth map
- super resolved
- motion estimation
- wavelet transform
- video super resolution
- multiscale
- image super resolution
- magnetic resonance imaging
- image resolution
- light field
- image processing
- adaptive regularization
- higher resolution
- multiresolution
- denoising
- spatial resolution
- single image super resolution
- wavelet coefficients
- medical images
- single frame
- visual attention
- high spatial resolution
- high frequency
- remote sensing