CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation.
Ping WangJizong PengMarco PedersoliYuanfeng ZhouCaiming ZhangChristian DesrosiersPublished in: IEEE Trans. Medical Imaging (2023)
Keyphrases
- semi supervised
- supervised learning
- image segmentation
- level set
- training set
- semi supervised learning
- labeled data
- pairwise
- fully automatic
- segmentation accuracy
- segmentation algorithm
- training samples
- unlabeled data
- fully labeled
- active learning
- medical images
- segmentation method
- region growing
- multiscale
- fully unsupervised
- object segmentation
- semi supervised classification
- concave convex procedure
- training process
- training examples
- unsupervised learning
- co training
- segmented images
- weakly supervised
- prior knowledge
- supervised methods
- fully supervised
- feature space
- training data