语义分割网络调研

语义分割网络调研_第1张图片

 

年份          

论文全称 网络 引量 FPS
2018

Icnet for real-time semantic segmentation on high-resolution images

ICNet 299 30
2017

Refinenet: Multi-path refinement networks for high-resolution semantic segmentation

RefineNet 1059  
2018

Bisenet: Bilateral segmentation network for real-time semantic segmentation

BiSeNet 208  
2016

Enet: A deep neural network architecture for real-time semantic segmentation

ENet 658 76
2017

Rethinking atrous convolution for semantic image segmentation

DeepLabV3 1380  
2017

Pyramid scene parsing network

PSPNet 2537 0.78
2017

A deep convolutional encoder-decoder architecture for image segmentation

SegNet 4674 16
2015

Fully convolutional networks for semantic segmentation

FCN 15631 2
2015

Convolutional networks for biomedical image segmentation

U-Net 13825  

 

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