Deep active learning for nucleus classification in pathology images.
Wei ShaoLiang SunDaoqiang ZhangPublished in: ISBI (2018)
Keyphrases
- active learning
- image classification
- image database
- input image
- image data
- image analysis
- three dimensional
- supervised learning
- image registration
- classification accuracy
- preprocessing stage
- image features
- ground truth
- image retrieval
- feature vectors
- feature selection
- machine learning
- support vector machine
- image regions
- batch mode active learning
- pigmented skin lesions
- cost sensitive
- image collections
- feature points
- decision trees
- feature extraction
- support vector
- object recognition
- training set
- edge detection
- image segmentation
- unsupervised learning
- image matching
- image set
- pattern recognition
- hyperspectral images
- handwritten digits
- semi supervised
- selective sampling
- thematic mapper