Discriminative structure learning of hierarchical representations for object detection.
Paul SchnitzspanMario FritzStefan RothBernt SchielePublished in: CVPR (2009)
Keyphrases
- structure learning
- object detection
- bayesian network classifiers
- bayesian networks
- graphical models
- conditional independence
- bayesian network structure learning
- markov logic networks
- parameter learning
- computer vision
- transfer learning
- parameter estimation
- probabilistic model
- network structure
- semi supervised
- unsupervised learning
- markov networks
- feature selection
- probabilistic graphical models
- random variables
- belief propagation
- object categories
- information extraction
- active learning
- probabilistic reasoning
- prior knowledge
- multi class
- object recognition
- training data
- generative model