GPSSI: Gaussian Process for Sampling Segmentations of Images.
Matthieu LêJan UnkelbachNicholas AyacheHervé DelingettePublished in: MICCAI (3) (2015)
Keyphrases
- gaussian process
- input image
- image classification
- gaussian processes
- regression model
- edge detection
- model selection
- gaussian process regression
- latent variables
- similarity measure
- semi supervised
- bayesian framework
- image segmentation
- approximate inference
- sparse approximations
- expectation propagation
- hyperparameters
- parameter space
- cross validation
- sample size
- non stationary
- super resolution
- probabilistic model