SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration.
Sean I. YoungYaël BalbastreAdrian V. DalcaWilliam M. Wells IIIJuan Eugenio IglesiasBruce FischlPublished in: WBIR (2022)
Keyphrases
- supervised learning
- affine transformation
- image registration
- affine transform
- unsupervised learning
- image warping
- training data
- learning algorithm
- multiple instance learning
- geometric transformations
- semi supervised
- cross correlation
- machine learning
- affine invariant
- reinforcement learning
- learning tasks
- class labels
- moment invariants
- active learning
- medical image registration
- registration accuracy
- image matching
- elastic registration
- registration process
- image guided
- deformable registration
- texture mapping
- image transformations
- supervised machine learning
- transformation parameters
- registration errors
- three dimensional