Abstract: Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation.
Jingna QiuFrauke WilmMathias ÖttlMaja SchlerethChang LiuTobias HeimannMarc AubrevilleKatharina BreiningerPublished in: Bildverarbeitung für die Medizin (2024)
Keyphrases
- semantic segmentation
- input image
- active learning
- superpixels
- image features
- image regions
- conditional random fields
- image data
- image classification
- scene classification
- multiscale
- image content
- single image
- region of interest
- image structure
- image segmentation
- image set
- image retrieval
- test images
- segmentation algorithm
- weakly supervised
- high resolution
- graph cuts
- probabilistic model
- semi supervised
- pixel level
- bounding box
- target object
- saliency map
- image processing
- object categories
- spatial relations
- image patches
- spatial information
- image matching