Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings.
Lasse HansenMattias P. HeinrichPublished in: CoRR (2020)
Keyphrases
- deep learning
- medical image registration
- image registration
- mutual information
- unsupervised learning
- multi modality
- multiresolution
- deformation field
- medical images
- machine learning
- mental models
- weakly supervised
- information theoretic
- three dimensional
- dimensionality reduction
- image processing
- medical imaging
- registration errors
- supervised learning
- probabilistic model
- similarity measure
- registration process
- computer vision