DEAL: Deep Evidential Active Learning for Image Classification.
Patrick HemmerNiklas KühlJakob SchöfferPublished in: ICMLA (2020)
Keyphrases
- image classification
- active learning
- bag of words
- feature extraction
- visual features
- neural network
- image features
- random sampling
- selective sampling
- multi label
- learning strategies
- training examples
- machine learning
- annotation effort
- image representation
- labeled data
- relevance feedback
- semi supervised
- supervised learning
- transfer learning
- visual words
- batch mode
- image processing
- pool based active learning
- imbalanced data classification