Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry.
Xinzhe LuoXin WangLinda ShapiroChun YuanJianfeng FengXiahai ZhuangPublished in: CoRR (2024)
Keyphrases
- image registration
- three dimensional
- geometric structure
- medical image analysis
- groupwise registration
- mutual information
- medical imaging
- data driven
- imaging modalities
- inter subject
- atlas construction
- medical images
- affine transformation
- demons algorithm
- unsupervised learning
- image alignment
- image pairs
- anatomical structures
- image analysis
- image matching
- supervised learning
- nonrigid registration
- medical image registration
- registration accuracy
- feature matching
- bayesian networks
- conjugate priors
- manifold alignment
- posterior distribution
- deformable registration
- bayesian inference
- maximum likelihood
- multi modality
- computer vision
- accurate registration
- coarse to fine
- semi supervised
- image processing
- deformation field
- registration framework
- single image