KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow.
Balamurali MurugesanSricharan VijayaranganKaushik SarveswaranKeerthi RamMohanasankar SivaprakasamPublished in: CoRR (2020)
Keyphrases
- image reconstruction
- image restoration
- super resolution
- high resolution
- magnetic resonance imaging
- edge preserving
- poisson noise
- reconstructed image
- total variation
- sparsely sampled
- markov random field
- radon transform
- medical images
- image processing
- magnetic resonance images
- inverse problems
- degraded images
- regularization parameter
- emission tomography
- motion estimation
- restoration method
- tomographic reconstruction
- higher order
- mr images
- maximum a posteriori
- medical imaging