Multiple kernel active learning for image classification.
Jingjing YangYuanning LiYonghong TianLing-Yu DuanWen GaoPublished in: ICME (2009)
Keyphrases
- multiple kernel
- image classification
- active learning
- distance metric learning
- linear combination
- kernel methods
- multiple kernel learning
- visual features
- image features
- image representation
- support vector machine
- semi supervised
- feature extraction
- multiple features
- machine learning
- class specific
- multi label
- training examples
- labeled data
- learning algorithm
- svm classifier
- transfer learning
- supervised learning
- pairwise
- training set
- semi supervised learning
- unlabeled data
- relevance feedback
- distance metric
- learning process
- learning problems
- kernel learning
- unsupervised learning
- feature vectors
- reinforcement learning