A Discriminative Data-Dependent Mixture-Model Approach for Multiple Instance Learning in Image Classification.
Qifan WangLuo SiDan ZhangPublished in: ECCV (4) (2012)
Keyphrases
- data dependent
- mixture model
- multiple instance learning
- image classification
- semi supervised
- unsupervised learning
- feature extraction
- supervised learning
- generative model
- gaussian mixture model
- image annotation
- em algorithm
- probabilistic model
- multi class
- semi supervised learning
- density estimation
- expectation maximization
- multi label
- image representation
- maximum likelihood
- visual features
- language model
- image features
- unlabeled data
- model selection
- labeled data
- feature selection
- sparse representation
- higher order
- information retrieval
- transfer learning
- active learning
- bayesian networks
- learning algorithm