Efficient Gaussian Process-Based Modelling and Prediction of Image Time Series.
Marco LorenziGabriel ZieglerDaniel C. AlexanderSébastien OurselinPublished in: IPMI (2015)
Keyphrases
- gaussian process
- bayesian framework
- gaussian process models
- input image
- gaussian processes
- multiscale
- image classification
- image representation
- image segmentation
- regression model
- model selection
- hyperparameters
- cross validation
- edge detection
- approximate inference
- gaussian process classification
- energy function
- gaussian process regression
- expectation propagation
- prior information
- maximum likelihood
- semi supervised
- similarity measure