語義分割
Light-Weight RefineNet for Real-Time Semantic Segmentation
BMVC 2018
https://github.com/DrSleep/light-weight-refinenet

語義分割
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
https://github.com/sacmehta/ESPNet 網路小，速度快

語義分割
Global Deconvolutional Networks
BMVC 2016
https://github.com/DrSleep/GDN

半監督語義分割
Mix-and-Match Tuning for Self-Supervised Semantic Segmentation
AAAI Conference on Artificial Intelligence (AAAI) 2018
http://mmlab.ie.cuhk.edu.hk/projects/M&M/
https://github.com/XiaohangZhan/mix-and-match/

deconvnet analysis
Salient Deconvolutional Networks ECCV2016
https://github.com/aravindhm/deconvnet_analysis

Instance Segmentation 分水嶺+CNN
Deep Watershed Transform for Instance Segmentation CVPR2017
https://github.com/min2209/dwt

Instance Segmentation
End-to-End Instance Segmentation with Recurrent Attention CVPR2017
https://github.com/renmengye/rec-attend-public

基於單張訓練樣本的視訊運動物體分割
Video Object Segmentation Without Temporal Information One-Shot Video Object Segmentation
http://www.vision.ee.ethz.ch/~cvlsegmentation/osvos/

影象語義匹配 SCNet: Learning Semantic Correspondence ICCV2017
Matlab code: https://github.com/k-han/SCNet

同時檢測和分割，類似 Mask R-CNN
BlitzNet: A Real-Time Deep Network for Scene Understanding
ICCV2017 https://github.com/dvornikita/blitznet ​​​​

目標候選區域分割 FastMask: Segment Multi-scale Object Candidates in One Shot CVPR2017
https://github.com/voidrank/FastMask

語義分割 The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation CVPRW 2017
Theano/Lasagne code Implementation https://github.com/0bserver07/One-Hundred-Layers-Tiramisu

視訊分割 Learning to Segment Instances in Videos with Spatial Propagation Network CVPRW2017
https://github.com/JingchunCheng/Seg-with-SPN

語義分割 Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes CVPR2017
https://github.com/TobyPDE/FRRN

語義分割： Awesome Semantic Segmentation
https://github.com/mrgloom/awesome-semantic-segmentation

語義分割程式碼 Semantic Segmentation Algorithms Implemented in PyTorch 這個很好！
https://github.com/meetshah1995/pytorch-semseg

語義分割 Learning Deconvolution Network for Semantic Segmentation
https://github.com/HyeonwooNoh/DeconvNet

語義分割 Fully Convolutional Instance-aware Semantic Segmentation
https://github.com/daijifeng001/TA-FCN

語義分割 Fully Convolutional Networks for Semantic Segmentation
https://github.com/shelhamer/fcn.berkeleyvision.org

語義分割 PixelNet: Representation of the pixels, by the pixels, and for the pixels
https://github.com/aayushbansal/PixelNet
http://www.cs.cmu.edu/~aayushb/pixelNet/

語義分割 ICNet for Real-Time Semantic Segmentation on High-Resolution Images
https://hszhao.github.io/projects/icnet/ https://github.com/hszhao/ICNet

語義分割 SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling
https://arxiv.org/pdf/1511.00561.pdf
PAMI-2017 https://github.com/alexgkendall/caffe-segnet

語義分割 DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
https://bitbucket.org/aquariusjay/deeplab-public-ver2/overview

語義分割 DeconvNet : Learning Deconvolution Network for Semantic Segmentation ICCV2015
https://github.com/HyeonwooNoh/DeconvNet http://cvlab.postech.ac.kr/research/deconvnet/

語義分割 Pyramid Scene Parsing Network CVPR2017
https://github.com/hszhao/PSPNet

語義分割 Fully Convolutional Instance-aware Semantic Segmentation CVPR2017
https://github.com/msracver/FCIS

語義分割 ParseNet: Looking Wider to See Better
https://github.com/weiliu89/caffe/tree/fcn
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作者：O天涯海閣O  
來源：CSDN  
原文：https://blog.csdn.net/zhangjunhit/article/details/78190283?utm_source=copy  
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