Large scale Gaussian Process for overlap-based object proposal scoring.
Silvia L. PinteaSezer KaraogluJan C. van GemertArnold W. M. SmeuldersPublished in: Comput. Vis. Image Underst. (2016)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- model selection
- hyperparameters
- approximate inference
- gaussian process classification
- bayesian framework
- latent variables
- semi supervised
- marginal likelihood
- covariance function
- dynamical model
- expectation propagation
- cross validation
- em algorithm
- gaussian process models
- prior information
- d objects
- sparse approximations
- image sequences