Deep Active Learning Based on Saliency-Guided Data Augmentation for Image Classification.
Ying LiuYuliang PangWeidong ZhangPublished in: ICIP (2023)
Keyphrases
- image classification
- active learning
- data sets
- synthetic data
- data analysis
- image data
- data quality
- original data
- statistical analysis
- data collection
- data points
- probability distribution
- data sources
- training data
- raw data
- spatial data
- missing data
- data structure
- prior knowledge
- text classification
- data processing
- high quality
- natural images
- end users
- training examples
- feature extraction
- multiscale
- experimental data
- decision trees
- data mining