Multi-label active learning for image classification.
Jian WuVictor S. ShengJing ZhangPengpeng ZhaoZhiming CuiPublished in: ICIP (2014)
Keyphrases
- multi label
- image classification
- active learning
- multi label classification
- image representation
- multi label learning
- visual features
- multi instance
- image annotation
- visual words
- feature extraction
- image features
- binary classification
- machine learning
- bag of words
- learning algorithm
- training set
- supervised learning
- scene classification
- training examples
- svm classifier
- multiple labels
- class imbalance
- cost sensitive
- hierarchical text categorization
- unlabeled data
- labeled data
- semi supervised
- automatic image annotation
- protein function prediction
- transfer learning
- text categorization
- class labels
- prediction accuracy
- generalization error
- semi supervised learning
- small number
- learning process
- label assignment
- computer vision