Registration of unseen images based on the generative manifold modeling of variations of appearance and anatomical shape in brain population.
Weiwei ZhangChristos DavatzikosPublished in: MMBIA (2012)
Keyphrases
- inter subject variability
- shape variations
- brain structures
- brain atlas
- probabilistic atlas
- anatomical features
- image registration
- intra subject
- mouse brain
- spatial normalization
- anatomical knowledge
- intensity variations
- intra class variations
- object shape
- inter subject
- geometric information
- three dimensional
- anatomical landmarks
- diffusion tensor images
- rigid registration
- ct images
- shape model
- image matching
- atlas based segmentation
- magnetic resonance images
- brain mr images
- cortical surface
- pose and lighting
- shape analysis
- medical imaging
- shape parameters
- registration accuracy
- image modalities
- statistical shape model
- registration process
- shape prior
- human brain
- left ventricle
- registration errors
- shape space
- accurate registration
- surface registration
- appearance manifolds
- mri scans
- shape representation
- brain tumors
- shape descriptors
- displacement field
- deformable registration
- x ray
- medical images