Uncertainty Estimation for Deep Learning Image Reconstruction using a Local Lipschitz Metric.
Danyal F. BhuttoBo ZhuJeremiah Z. LiuNeha KoonjooBruce R. RosenMatthew S. RosenPublished in: CoRR (2023)
Keyphrases
- image reconstruction
- deep learning
- unsupervised learning
- super resolution
- emission computed tomography
- machine learning
- reconstruction method
- signal reconstruction
- emission tomography
- weakly supervised
- mental models
- data mining
- image reconstruction algorithms
- active learning
- markov random field
- data sets
- supervised learning
- higher order
- image processing
- decision making
- sparsely sampled