Unmixing in the presence of nuisances with deep generative models.
Mario ParenteIan GempIshan P. DurugkarPublished in: IGARSS (2017)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- deep belief networks
- hierarchical hidden markov models
- prior knowledge
- semi supervised
- em algorithm
- discriminative models
- machine learning
- maximum entropy principle
- nonnegative matrix factorization
- graphical models
- conditional random fields
- hidden variables
- topic models
- expectation maximization
- image classification
- representational power
- generative and discriminative models
- data sets