Deep Conditional Shape Models for 3D Cardiac Image Segmentation.
Athira J. JacobPuneet SharmaDaniel RuckertPublished in: STACOM@MICCAI (2023)
Keyphrases
- shape model
- image segmentation
- shape prior
- energy function
- graph cuts
- deformable shapes
- shape modeling
- active contours
- anatomical structures
- markov random field
- shape variations
- shape variability
- multiscale
- active appearance models
- object boundaries
- bayesian image segmentation
- texture segmentation
- deformable models
- segmentation method
- object segmentation
- computer vision
- unsupervised image segmentation
- level set
- statistical shape model
- shape space
- shape parameters
- segmentation algorithm
- global shape
- particle filter
- left ventricle
- texture features
- d objects
- prior shape knowledge
- random fields