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: CoRR (2022)
Keyphrases
- supervised learning
- affine transformation
- image registration
- affine transform
- affine invariant
- unsupervised learning
- image warping
- learning algorithm
- machine learning
- reinforcement learning
- active learning
- training data
- semi supervised learning
- semi supervised
- learning tasks
- training set
- point cloud
- generalization error
- invariant features
- cross correlation
- deformation field
- thin plate spline
- image guided
- x ray
- image matching
- feature selection
- transformation parameters
- surface registration
- registration process
- database programming
- geometric transformations
- decision trees