SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology Classification.
Sohini RoychowdhuryKwok Sun TangMohith AshokAnoop SankaPublished in: EMBC (2021)
Keyphrases
- image classification
- semi supervised
- image features
- input image
- single image
- image data
- image content
- supervised learning
- decision trees
- extracting features
- multiscale
- segmentation method
- image analysis
- image feature extraction
- preprocessing stage
- region of interest
- feature space
- classification accuracy
- high resolution
- scene classification
- hyperspectral images
- test images
- pattern recognition
- machine learning
- image processing
- extracted features
- pixel values
- similarity measure
- support vector
- class labels
- segmentation algorithm
- image representation
- multi view
- image retrieval
- active learning
- image regions
- image set
- labeled data
- feature points
- feature extraction
- feature vectors