Solving Inverse Problems in Medical Imaging with Score-Based Generative Models.
Yang SongLiyue ShenLei XingStefano ErmonPublished in: CoRR (2021)
Keyphrases
- medical imaging
- generative model
- inverse problems
- image reconstruction
- medical images
- global optimization
- probabilistic model
- image registration
- x ray
- discriminative learning
- convex optimization
- image analysis
- imaging modalities
- image segmentation
- prior knowledge
- image processing
- remote sensing
- discriminative models
- computer vision
- em algorithm
- partial differential equations
- early vision
- semi supervised
- expectation maximization
- optimization methods
- multiscale
- high order
- optimization problems
- bayesian networks
- pattern recognition
- object recognition
- object categories
- active learning
- face recognition
- level set
- clustering algorithm
- super resolution