KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow.
Balamurali MurugesanSricharan VijayaranganKaushik SarveswaranKeerthi RamMohanasankar SivaprakasamPublished in: MIDL (2020)
Keyphrases
- image restoration
- image reconstruction
- super resolution
- high resolution
- magnetic resonance imaging
- total variation
- poisson noise
- reconstructed image
- edge preserving
- medical images
- positron emission tomography
- image processing
- magnetic resonance images
- sparsely sampled
- regularization parameter
- maximum a posteriori
- mr images
- markov random field
- inverse problems
- high quality
- three dimensional
- spatial resolution
- radon transform
- pairwise
- wiener filter
- tomographic reconstruction
- image deconvolution
- shift variant
- computer vision