Batch Mode Active Learning for Semantic Segmentation Based on Multi-Clue Sample Selection.
Yao TanLiu YangQinghua HuZhibin DuPublished in: CIKM (2019)
Keyphrases
- semantic segmentation
- sample selection
- batch mode active learning
- active learning
- batch mode
- superpixels
- conditional random fields
- weakly supervised
- machine learning
- labeled data
- scene classification
- selection strategy
- training data
- image understanding
- object categories
- training set
- semi supervised
- supervised learning
- learning algorithm
- training examples
- object classes
- e learning
- information extraction
- learning process
- unlabeled data
- generalization error
- object class
- image representation
- feature extraction
- support vector machine
- markov random field
- data mining