Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI.
Simone SaittaMarcello CarioniSubhadip MukherjeeCarola-Bibiane SchönliebAlberto RedaelliPublished in: CoRR (2023)
Keyphrases
- super resolution
- denoising
- high resolution
- low resolution
- image restoration
- total variation
- image reconstruction
- image denoising
- image processing
- low resolution images
- high quality
- resolution enhancement
- natural images
- super resolution reconstruction
- magnetic resonance imaging
- image super resolution
- super resolved
- motion estimation
- noisy images
- high resolution images
- single frame
- remote sensing
- unsupervised learning
- multi frame
- light field
- super resolution algorithm
- gaussian noise
- denoising algorithm
- higher resolution
- image patches
- motion blur
- depth map
- computer vision
- optical flow
- single image super resolution