Active learning with label correlation exploration for multi-label image classification.
Jian WuChen YeVictor S. ShengJing ZhangPengpeng ZhaoZhiming CuiPublished in: IET Comput. Vis. (2017)
Keyphrases
- multi label
- image classification
- active learning
- multi label classification
- multi label learning
- image representation
- visual features
- multi instance
- text categorization
- image annotation
- binary classification
- multiple labels
- feature extraction
- semi supervised
- svm classifier
- image features
- label space
- label assignment
- visual words
- single instance
- machine learning
- single label classification
- training examples
- supervised learning
- unlabeled data
- semi supervised learning
- feature vectors
- class labels
- labeled data
- cost sensitive
- text classification
- hierarchical text categorization
- relevance feedback
- similarity measure
- training set
- image retrieval
- support vector machine
- max margin
- higher order
- scene classification
- graph cuts