Index
U-Net / 2015
応用
R2 U-Net / 2018
- Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation
- [2018]
- arxiv.org
U-Net++ / Nested U-Net / 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation
- [2018]
- arxiv.org
U-Netの改良版 UNet++ をPyTorchで実装&性能評価
U-Net++ / 2019
- UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
- [2019]
- arxiv.org
U-Net 3+ / 2020
- UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation
- [2020]
- arxiv.org
Eff U-Net / 2020
- Eff-UNet: A Novel Architecture for Semantic Segmentation in Unstructured Environment
- [2020]
- ieeexplore.ieee.org
3D
3D U-Net / 2016
- 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
- [2016]
- arxiv.org
GAN
U-Net GAN / 2020
A U-Net Based Discriminator for Generative Adversarial Networks
- [2020]
- arxiv.org
U-Netを識別器に!新たなGAN「U-NetGAN」を解説!
Attention
EAR U-Net / 2021
- EAR-U-Net: EfficientNet and attention-based residual U-Net for automatic liver segmentation in CT
- [2021]
- arxiv.org
EfficientNet and Attention-based Residual U-Net
Trans U-Net / 2021
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
- [2021]
- arxiv.org
UNetがさらなる高みへ!TransformerでUNetを強化する
参考
- U-Netとは