Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation?
Zhenyu WangYali LiShengjin WangPublished in: CVPR (2022)
Keyphrases
- semi supervised
- segmentation algorithm
- segmentation method
- image segmentation
- multiscale
- shape prior
- level set
- image analysis
- active learning
- semi supervised learning
- poor contrast
- region boundaries
- fully unsupervised
- fully automatic
- medical images
- semi supervised classification
- learning algorithm
- pairwise
- initial segmentation
- image edges
- supervised learning
- co training
- object segmentation
- region growing
- segmented images
- pairwise constraints
- energy function
- unlabeled data
- medical imaging
- piece wise
- optic disk
- circular hough transform
- winning strategy
- image regions