HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction.
Zalan FabianBerk TinazMahdi SoltanolkotabiPublished in: NeurIPS (2022)
Keyphrases
- network architecture
- multiscale
- artificial neural
- high resolution
- neural network
- magnetic resonance imaging
- neural network model
- network design
- medical images
- fine scale
- phase unwrapping
- scale space
- edge detection
- mri data
- magnetic resonance images
- computer tomography
- reconstruction process
- wavelet transform
- coarse to fine
- image reconstruction
- mr images
- medical imaging
- three dimensional
- super resolution
- sensor networks
- optic flow
- reconstruction method
- multiple scales
- mr imaging
- network layer
- magnetic resonance
- biologically plausible
- brain tissue
- image representation
- image analysis
- image processing