Insights into analysis operator learning: From patch-based sparse models to higher-order MRFs.
Yunjin ChenRené RanftlThomas PockPublished in: CoRR (2014)
Keyphrases
- conditional random fields
- structured prediction
- higher order
- learning models
- markov random field
- random fields
- probabilistic model
- high order
- active learning
- natural images
- learning systems
- prior knowledge
- learning algorithm
- statistical analysis
- hidden variables
- qualitative models
- inductive learning
- accurate models
- knowledge acquisition
- supervised learning
- learning process
- high dimensional
- neural network
- online learning
- reinforcement learning
- learned models
- data mining