HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction.
Zalan FabianMahdi SoltanolkotabiPublished in: CoRR (2022)
Keyphrases
- network architecture
- multiscale
- artificial neural
- neural network
- magnetic resonance imaging
- high resolution
- network design
- image reconstruction
- magnetic resonance images
- neural network model
- medical images
- mr images
- network layer
- three dimensional
- natural images
- fine scale
- scale space
- edge detection
- connection weights
- mri data
- multiple scales
- service integration
- positron emission tomography
- phase unwrapping
- reconstruction process
- optic flow
- wavelet transform
- image segmentation
- biologically plausible
- brain tissue
- network infrastructure
- activation function
- medical imaging
- image representation