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KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow.
Balamurali Murugesan
Sricharan Vijayarangan
Kaushik Sarveswaran
Keerthi Ram
Mohanasankar Sivaprakasam
Published in:
MIDL (2020)
Keyphrases
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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