Semi-automatic Labeling with Active Learning for Multi-label Image Classification.
Jian WuChen YeVictor S. ShengYufeng YaoPengpeng ZhaoZhiming CuiPublished in: PCM (1) (2015)
Keyphrases
- semi automatic
- multi label
- image classification
- active learning
- multiple labels
- multi label classification
- binary classification
- visual features
- gold standard
- learning algorithm
- image annotation
- feature extraction
- multi label learning
- supervised learning
- image representation
- image features
- label assignment
- learning process
- machine learning
- multi instance
- training set
- labeled data
- cost sensitive
- semi supervised
- automatic image annotation
- unlabeled data
- generalization error
- class imbalance
- scene classification
- training examples
- text categorization
- labeling problems
- graph cuts
- relevance feedback
- higher order
- data analysis
- image segmentation
- semi supervised learning