Weak-Labeled Active Learning With Conditional Label Dependence for Multilabel Image Classification.
Jian WuShiquan ZhaoVictor S. ShengJing ZhangChen YePengpeng ZhaoZhiming CuiPublished in: IEEE Trans. Multim. (2017)
Keyphrases
- multi label
- image classification
- active learning
- multiple labels
- unlabeled instances
- supervised learning
- multi label classification
- multi label learning
- training set
- labeling effort
- image annotation
- label space
- semi supervised
- training examples
- binary classification
- visual features
- image features
- feature extraction
- convex relaxation
- label assignment
- machine learning
- multilabel classification
- unlabeled data
- max margin
- learning algorithm
- class labels
- text categorization
- learning process
- training data
- data mining
- transfer learning
- semi supervised learning
- labeled data
- classifier training
- cost sensitive
- unlabeled samples