Deterministic Generative Models for Fast Feature Discovery.
Machiel WesterdijkDavid BarberWim WiegerinckPublished in: Data Min. Knowl. Discov. (2001)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- discriminative models
- mixture model
- hierarchical hidden markov models
- prior knowledge
- semi supervised
- conditional random fields
- em algorithm
- object categories
- visual patterns
- image features
- maximum entropy principle
- topic models
- feature vectors
- graphical models
- generative and discriminative models
- representational power
- unsupervised learning
- machine learning
- expectation maximization
- image classification
- decision trees