Localized generalization error based active learning for image annotation.
Binbin SunWing W. Y. NgDaniel S. YeungJun WangPublished in: SMC (2008)
Keyphrases
- generalization error
- active learning
- image annotation
- automatic image annotation
- image understanding
- visual features
- multi modal
- multi label
- image content
- sample complexity
- binary classification
- random sampling
- image retrieval
- learning algorithm
- supervised learning
- training set
- semi supervised
- low level features
- machine learning
- query by committee
- unlabeled data
- training examples
- labeled data
- relevance feedback
- learning process
- transfer learning
- upper bound
- semi supervised learning
- graph cuts
- image classification
- cost sensitive
- class imbalance
- face recognition
- high level
- computer vision
- data sets