Probabilistic Registration for Gaussian Process Three-Dimensional Shape Modelling in the Presence of Extensive Missing Data.
Filipa ValdeiraRicardo FerreiraAlessandra MichelettiCláudia SoaresPublished in: SIAM J. Math. Data Sci. (2023)
Keyphrases
- missing data
- gaussian process
- gaussian processes
- hyperparameters
- missing values
- incomplete data
- latent variables
- approximate inference
- bayesian framework
- regression model
- probabilistic model
- model selection
- semi supervised
- structure from motion
- bayesian networks
- expectation propagation
- generative model
- matrix factorization
- gaussian process models
- cross validation
- sample size
- conditional probabilities
- dimensionality reduction
- image processing