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。
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