Disentangling Geometric Deformation Spaces in Generative Latent Shape Models.
Tristan Aumentado-ArmstrongStavros TsogkasSven J. DickinsonAllan D. JepsonPublished in: Int. J. Comput. Vis. (2023)
Keyphrases
- shape model
- deformable shapes
- shape variations
- gaussian process latent variable models
- shape deformations
- anatomical structures
- generative model
- energy function
- shape prior
- shape variability
- active appearance models
- shape space
- statistical shape model
- latent space
- shape deformation
- generative process
- shape modeling
- image registration
- geometric structure
- latent variables
- discriminative learning
- deformable objects
- bayesian image segmentation
- differential geometry
- quotient space
- shape similarity
- low dimensional