A Generative Model of Natural Texture Surrogates.
Niklas LudtkeDebapriya DasLucas TheisMatthias BethgePublished in: CoRR (2015)
Keyphrases
- generative model
- probabilistic model
- mixture model
- prior knowledge
- discriminative learning
- em algorithm
- discriminative models
- visual patterns
- posterior probability
- bayesian framework
- dynamic textures
- texture features
- markov chain monte carlo
- topic models
- semi supervised
- feature extraction
- object categories
- latent dirichlet allocation
- expectation maximization
- data sets
- texture synthesis
- similarity measure