Semantic segmentation

FCN

  • CVPR 2015

ReSeg

U-net

ParseNet

DeepMask

SegNet

Instance-Aware Segmentation

DeepLab, DeepLabv3

RefineNet

Pyramid Scene Parsing Network (PSPNet)

Dense-Net

Mask-Lab

PANet

  • Path aggregation network for instance segmentation

DANet

  • Dual attention network for scene segmentation

FastFCN

  • FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation

Gated-SCNN

  • Gated-SCNN: Gated Shape CNNs for Semantic Segmentation

OneFormer

  • OneFormer: One Transformer to Rule Universal Image Segmentation

PSPNet-ResNet50_PSSL

  • Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models

相关技术

空洞卷积(Atrous/Dilated Convolution)