Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors.
Katarína TóthováSarah ParisotMatthew C. H. LeeEsther Puyol-AntónLisa M. KochAndrew P. KingEnder KonukogluMarc PollefeysPublished in: CoRR (2018)
Keyphrases
- shape prior
- graph cuts
- level set based segmentation
- deformable models
- intensity information
- global shape
- level set
- active contours
- shape model
- variational segmentation
- object boundaries
- level set segmentation
- image segmentation
- segmentation method
- object segmentation
- energy function
- statistical shape
- pose invariant
- shape variations
- robust segmentation
- bayesian framework
- user interaction
- segmentation algorithm
- prior knowledge
- statistical shape model
- shape recovery
- object recognition
- statistical models
- energy functional
- shape representation
- training data
- surface reconstruction
- global optimization
- pairwise