Less-Supervised Segmentation with CNNs
Less-Supervised Segmentation with CNNs
Scenarios, Models and Optimization
Ben Ayed, Ismail; Dolz, Jose; Desrosiers, Christian
Elsevier Science & Technology
09/2025
346
Mole
Inglês
9780323956741
15 a 20 dias
Descrição não disponível.
1. Introduction
2. Preliminaries
3. Different levels of supervision
4. Semi-supervised learning
5. Unsupervised domain adaptation
6. Weakly supervised segmentation
7. Few-shot learning
8. Unsupervised segmentation
9. Perspectives and future directions
2. Preliminaries
3. Different levels of supervision
4. Semi-supervised learning
5. Unsupervised domain adaptation
6. Weakly supervised segmentation
7. Few-shot learning
8. Unsupervised segmentation
9. Perspectives and future directions
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Medical image segmentation; weakly supervised learning; semi-supervised learning; few-shot learning; unsupervised learning
1. Introduction
2. Preliminaries
3. Different levels of supervision
4. Semi-supervised learning
5. Unsupervised domain adaptation
6. Weakly supervised segmentation
7. Few-shot learning
8. Unsupervised segmentation
9. Perspectives and future directions
2. Preliminaries
3. Different levels of supervision
4. Semi-supervised learning
5. Unsupervised domain adaptation
6. Weakly supervised segmentation
7. Few-shot learning
8. Unsupervised segmentation
9. Perspectives and future directions
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.