Multi-label active learning for image classification with asymmetrical conditional dependence.
Jian WuShiquan ZhaoVictor S. ShengPengpeng ZhaoZhiming CuiPublished in: ICME (2016)
Keyphrases
- multi label
- image classification
- conditional dependence
- active learning
- random variables
- multi label classification
- graphical representation
- binary classification
- image annotation
- visual features
- multi instance
- feature extraction
- image representation
- multi label learning
- image features
- unlabeled data
- semi supervised
- supervised learning
- visual words
- cost sensitive
- training examples
- labeled data
- training set
- protein function prediction
- learning algorithm
- hierarchical text categorization
- text categorization
- class imbalance
- machine learning
- svm classifier
- scene classification
- multiple labels
- neural network
- data sets
- multi class
- object recognition
- similarity measure