Edge-Based Self-supervision for Semi-supervised Few-Shot Microscopy Image Cell Segmentation

Author:

Dawoud Youssef,Ernst Katharina,Carneiro Gustavo,Belagiannis Vasileios

Publisher

Springer Nature Switzerland

Reference21 articles.

1. Chen, T., Kornblith, S., Norouzi, M., Hinton, G.: A simple framework for contrastive learning of visual representations. In: International Conference on Machine Learning, pp. 1597–1607. PMLR (2020)

2. Cheplygina, V., de Bruijne, M., Pluim, J.P.: Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis. Med. Image Anal. 54, 280–296 (2019)

3. Ciresan, D., Giusti, A., Gambardella, L., Schmidhuber, J.: Deep neural networks segment neuronal membranes in electron microscopy images. Adv. Neural. Inf. Process. Syst. 25, 2843–2851 (2012)

4. Lecture Notes in Computer Science;W Cui,2019

5. Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence);Y Dawoud,2021

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