Deep Active Learning for Joint Classification & Segmentation with Weak Annotator.
Soufiane BelharbiIsmail Ben AyedLuke McCaffreyEric GrangerPublished in: WACV (2021)
Keyphrases
- active learning
- features extraction
- supervised learning
- machine learning
- training set
- image segmentation
- feature extraction
- pixel classification
- classification accuracy
- automatic classification
- segmentation algorithm
- pattern recognition
- decision trees
- selective sampling
- level set
- text classification
- classification method
- batch mode active learning
- region growing
- classification algorithm
- benchmark datasets
- feature vectors
- data sets
- statistical classification
- lung nodules
- feature selection
- random sampling
- image classification
- shape prior
- edge detection
- semantic annotation
- unsupervised learning
- learning algorithm
- feature extraction and classification
- joint estimation
- energy function
- rare class
- annotation effort
- learning strategies