DEBOSH: Deep Bayesian Shape Optimization.
Nikita DurasovArtem LukoyanovJonathan DonierPascal FuaPublished in: CoRR (2021)
Keyphrases
- global optimization
- shape features
- optimization algorithm
- bayesian networks
- optimization problems
- bayesian estimation
- shape representation
- bayesian inference
- shape matching
- posterior probability
- shape model
- shape recognition
- deep learning
- medial axis
- constrained optimization
- discrete optimization
- monte carlo sampling
- belief nets
- shape prior
- optimization methods
- neural network
- prior information
- combinatorial optimization
- data driven
- medical images
- image sequences
- image segmentation