Active Learning with Aggregated Uncertainties from Image Augmentations.
Tamás JanuskoColin SimonKevin KirstenSerhiy BolkunEric WeinzierlJulius GonsiorMaik ThielePublished in: EANN (2024)
Keyphrases
- active learning
- image content
- input image
- image features
- image classification
- image retrieval
- image pixels
- single image
- image representation
- template matching
- image data
- multiscale
- image segmentation
- pixel values
- similarity measure
- image collections
- image analysis
- image regions
- region of interest
- test images
- learning algorithm
- spatial information
- hough transform
- keypoints
- energy function
- segmentation algorithm
- feature points
- medical images
- low level
- data sets
- segmentation method
- binary images
- learning strategies
- image matching
- image compression
- color images
- grey level