Weak Labeled Multi-Label Active Learning for Image Classification.
Shiquan ZhaoJian WuVictor S. ShengChen YePengpeng ZhaoZhiming CuiPublished in: ACM Multimedia (2015)
Keyphrases
- multi label
- image classification
- active learning
- multiple labels
- supervised learning
- multi label classification
- training set
- bag of words
- image representation
- binary classification
- visual features
- multi instance
- image features
- labeled data
- semi supervised
- training data
- multi label learning
- training examples
- feature extraction
- semi supervised learning
- unlabeled data
- visual words
- machine learning
- image annotation
- hierarchical text categorization
- max margin
- learning algorithm
- scene classification
- data sets
- neural network
- svm classifier
- class labels
- class imbalance
- training samples
- learning problems
- text categorization
- text classification
- protein function prediction
- learning process