Evaluating Gaussian process metamodels and sequential designs for noisy level set estimation.
Xiong LyuMickaël BinoisMichael LudkovskiPublished in: Stat. Comput. (2021)
Keyphrases
- level set
- gaussian process
- gaussian processes
- level set method
- curve evolution
- active contours
- model selection
- regression model
- approximate inference
- image segmentation
- bayesian framework
- energy function
- latent variables
- semi supervised
- shape prior
- hyperparameters
- variational methods
- signed distance
- energy functional
- noise level
- prior knowledge
- computer vision
- machine learning