Atlas Based Segmentations via Semi-Supervised Diffeomorphic Registrations.
Charles W. HuangMasoud BadieiHyunseok SeoMing MaXiaokun LiangDante CapaldiMichael GensheimerLei XingPublished in: CoRR (2019)
Keyphrases
- semi supervised
- image registration
- medical image analysis
- brain mr images
- medical images
- pairwise
- semi supervised learning
- brain segmentation
- atlas construction
- deformable registration
- diffeomorphic registration
- active learning
- medical imaging
- brain images
- anatomical structures
- affine registration
- image matching
- image segmentation
- atlas based segmentation
- ground truth
- mutual information
- registration accuracy
- surface registration
- labeled data
- free form deformation
- supervised learning
- semi supervised clustering
- image processing
- image analysis
- semi supervised classification
- multi view
- nonrigid registration
- unlabeled data
- computer vision
- spatial normalization
- magnetic resonance
- medical image registration
- deformation field
- deformable models
- vector field
- cardiac motion estimation
- image segmentations
- dense correspondence
- brain structures
- magnetic resonance images
- segmentation method
- registration process
- object segmentation
- image intensity
- registration errors