Iterative Self-consistent Parallel Magnetic Resonance Imaging Reconstruction based on Nonlocal Low-Rank Regularization.
Ting PanJizhong DuanJunfeng WangYu LiuPublished in: CoRR (2021)
Keyphrases
- magnetic resonance imaging
- low rank
- rank minimization
- trace norm
- positron emission tomography
- minimization problems
- medical images
- phase unwrapping
- linear combination
- convex optimization
- missing data
- matrix factorization
- matrix completion
- magnetic resonance images
- single photon emission computed tomography
- non rigid structure from motion
- medical imaging
- low rank matrix
- high dimensional data
- singular value decomposition
- semi supervised
- image reconstruction
- high order
- norm minimization
- compressive sensing
- variational framework
- three dimensional
- regularization parameter
- image restoration
- high resolution
- super resolution
- regularization term
- beating heart
- image analysis
- high dimensional
- pattern recognition
- image segmentation