SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT Reconstruction.
Marco NittscherMichael Falk LameterRiccardo BarbanoJohannes LeuschnerBangti JinPeter MaassPublished in: MIDL (2023)
Keyphrases
- computerized tomography
- fan beam
- image reconstruction
- singular value decomposition
- three dimensional
- computer tomography
- least squares
- medical images
- iterative reconstruction
- x ray
- reconstruction error
- computed tomography
- decision trees
- compressed sensing
- reconstructed image
- ct images
- compressive sensing
- computer assisted
- medical imaging
- dimensionality reduction
- head images
- high resolution
- log log
- learning algorithm