Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model.
Hongrun ZhangLiam BurrowsYanda MengDeclan SculthorpeAbhik MukherjeeSarah E. CouplandKe ChenYalin ZhengPublished in: CVPR (2023)
Keyphrases
- weakly supervised
- histopathology images
- semantic segmentation
- fully supervised
- superpixels
- segmentation algorithm
- object class
- segmentation method
- topic models
- relation extraction
- level set
- object segmentation
- image segmentation
- multiscale
- semi supervised
- shape prior
- object detectors
- bounding box
- multiple objects
- machine learning
- object detection
- medical images
- information extraction
- probabilistic model
- active learning
- natural language
- computer vision