Task-Aware Active Learning for Endoscopic Image Analysis.
Shrawan Kumar ThapaPranav PoudelBinod BhattaraiDanail StoyanovPublished in: CoRR (2022)
Keyphrases
- active learning
- image analysis
- pattern recognition
- training examples
- visual inspection
- selective sampling
- mathematical morphology
- machine learning
- unlabeled data
- remote sensing
- image enhancement
- supervised learning
- image interpretation
- image segmentation
- image processing
- learning algorithm
- random sampling
- image understanding
- learning strategies
- pool based active learning
- multispectral
- computer vision
- semi supervised learning
- computer aided diagnosis
- scale space
- medical imaging
- image registration
- texture classification
- training set
- neural network
- batch mode active learning
- active learning strategies
- brain imaging
- batch mode
- minimally invasive
- feature extraction
- experimental design
- reinforcement learning
- texture analysis
- semi supervised
- proceedings of the th international conference
- labeled data
- real time