ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning.
Soumick ChatterjeeAlessandro SciarraMax DünnwaldRaghava Vinaykanth MushunuriRanadheer PodishettiRajatha Nagaraja RaoGeetha Doddapaneni GopinathSteffen Oeltze-JafraOliver SpeckAndreas NürnbergerPublished in: CoRR (2021)
Keyphrases
- deep learning
- super resolution
- magnetic resonance images
- diffusion weighted
- high resolution
- low resolution
- unsupervised learning
- image restoration
- medical images
- machine learning
- high quality
- mr images
- motion blur
- motion estimation
- magnetic resonance imaging
- single image
- medical imaging
- remote sensing
- image processing
- test images
- image patches
- face images
- object recognition
- face recognition