Formulating Queries for Collecting Training Examples in Visual Concept Classification.
Kevin McGuinnessFeiyan HuRami AlbatalAlan F. SmeatonPublished in: VL@COLING (2014)
Keyphrases
- training examples
- training set
- supervised learning
- support vector
- class labels
- training samples
- object categories
- small number
- visual concepts
- training data
- active learning
- learning algorithm
- learning tasks
- support vector machine
- positive examples
- decision trees
- multi label
- machine learning
- image classification
- text classification
- multi modal
- unsupervised learning
- feature selection
- feature extraction
- decision rules
- machine learning algorithms
- image annotation
- similarity measure
- co occurrence
- feature vectors