A Noise Robust Batch Mode Semi-supervised and Active Learning Framework for Image Classification.
Chaoqun HouChenhui YangFujia RenRongjie LinPublished in: ICIG (1) (2019)
Keyphrases
- batch mode
- semi supervised
- active learning
- image classification
- batch mode active learning
- incremental learning
- active learning framework
- semi supervised learning
- labeled data
- supervised learning
- unlabeled data
- learning algorithm
- computationally expensive
- image representation
- unsupervised learning
- feature extraction
- feature selection
- online learning
- linear programming
- training set
- image features
- learning process
- computationally efficient
- class labels
- noise level
- decision trees
- machine learning