语义分割网络学习
依据下图：橙色-语义分割，绿色-实力分割，黄色-全景分割
| 骨干网络/年份 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 |
|---|---|---|---|---|---|---|---|
| 1 | FCN(VGG16) | ParseNet | Pyramid Scene Parsing Network | DeepLab | Context Encoding Network | Dual Attention Network | EfficientNet+ NAS-FPN |
| 2 | CNN+CRF | Dilated ConvNet | E-Net | Feature Pyramid Network(FPN) | Exfuse | CC-Net:Criss-Cross Attention | DC-NAS |
| 3 | Deconvolution Network | SegNet | DeepLab V3 | Dense-ASSP | HRNet | ||
| 4 | ReSeg | RefineNet | Global Convolutional Net | ||||
| 5 | U-Net | V-Net | FC-DenseNet |
接下来将对表中每个经典骨干网络进行详细学习。