Less-Supervised Segmentation with CNNs

Less-Supervised Segmentation with CNNs

Scenarios, Models and Optimization

Ben Ayed, Ismail; Dolz, Jose; Desrosiers, Christian

Elsevier Science & Technology

12/2024

275

Mole

Inglês

9780323956741

Pré-lançamento - envio 15 a 20 dias após a sua edição

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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
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Medical image segmentation; weakly supervised learning; semi-supervised learning; few-shot learning; unsupervised learning