Deep Active Learning for Joint Classification & Segmentation with Weak Annotator.
Soufiane BelharbiIsmail Ben AyedLuke McCaffreyEric GrangerPublished in: CoRR (2020)
Keyphrases
- active learning
- classification accuracy
- supervised learning
- machine learning
- selective sampling
- pixel classification
- feature vectors
- features extraction
- classification method
- support vector machine svm
- statistical classification
- batch mode active learning
- training set
- feature extraction
- decision trees
- image segmentation
- image analysis
- class imbalance
- automatic classification
- level set
- text classification
- pattern recognition
- segmentation method
- semi supervised
- image processing
- random sampling
- incremental learning
- shape prior
- classification algorithm
- feature set
- joint estimation
- rare class
- data sets
- imbalanced data classification
- object segmentation
- benchmark datasets
- semi supervised learning
- image classification
- medical images
- support vector machine