语义分割+视频分割 开源代码文献集合

语义分割 Global Deconvolutional Networks BMVC 2016 https://github.com/DrSleep/GDN

半监督语义分割 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 分水岭+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

基于单张训练样本的视频运动物体分割 Video Object Segmentation Without Temporal Information One-Shot Video Object Segmentation http://www.vision.ee.ethz.ch/~cvlsegmentation/osvos/

图像语义匹配 SCNet: Learning Semantic Correspondence ICCV2017 Matlab code: https://github.com/k-han/SCNet

同时检测和分割,类似 Mask R-CNN BlitzNet: A Real-Time Deep Network for Scene Understanding ICCV2017 https://github.com/dvornikita/blitznet ​​​​

目标候选区域分割 FastMask: Segment Multi-scale Object Candidates in One Shot CVPR2017 https://github.com/voidrank/FastMask

语义分割 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

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

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

语义分割: Awesome Semantic Segmentation https://github.com/mrgloom/awesome-semantic-segmentation

语义分割代码 Semantic Segmentation Algorithms Implemented in PyTorch 这个很好! https://github.com/meetshah1995/pytorch-semseg

语义分割 Learning Deconvolution Network for Semantic Segmentation https://github.com/HyeonwooNoh/DeconvNet

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

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

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

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

语义分割 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

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

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

语义分割 Pyramid Scene Parsing Network CVPR2017 https://github.com/hszhao/PSPNet

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

语义分割 ParseNet: Looking Wider to See Better https://github.com/weiliu89/caffe/tree/fcn

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