Evaluating Gaussian Process Metamodels and Sequential Designs for Noisy Level Set Estimation.
Xiong LyuMickaël BinoisMichael LudkovskiPublished in: CoRR (2018)
Keyphrases
- level set
- gaussian process
- gaussian processes
- level set method
- active contours
- regression model
- bayesian framework
- model selection
- approximate inference
- hyperparameters
- curve evolution
- semi supervised
- image segmentation
- latent variables
- energy functional
- shape prior
- energy function
- signed distance
- cross validation
- bayesian inference
- machine learning
- parameter estimation
- em algorithm
- maximum likelihood
- higher order
- variational methods
- computer vision