├── README.md ├── Summary Of Important Papers.docx ├── images-folder ├── 04-SEAN-01.png ├── 04-SEAN-02.png ├── 04-SEAN-03.png ├── 04-SEAN-04.png ├── 04-SEAN-05.png ├── 05-ExFuse-01.png ├── 05-ExFuse-02.png ├── 05-ExFuse-03.png ├── 05-ExFuse-04.png ├── 05-ExFuse-05.png ├── 05-ExFuse-06.png ├── 05-ExFuse-07.png ├── 05-ExFuse-08.png ├── 06-OCNet-01.png ├── 06-OCNet-02.png ├── 06-OCNet-03.png ├── 06-OCNet-04.png ├── 07-CCNet-01.png ├── 07-CCNet-02.png ├── 07-CCNet-03.png ├── 07-CCNet-04.png ├── 07-CCNet-05.png ├── 07-CCNet-06.png ├── 07-CCNet-07.png ├── 07-CCNet-08.png ├── 07-CCNet-09.png ├── 07-CCNet-10.png ├── 07-CCNet-11.png ├── 07-CCNet-12.png ├── 07-CCNet-13.png ├── 07-CCNet-14.png ├── 09-DFN │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.jpg │ ├── 09.png │ ├── 10.png │ ├── 11.png │ └── 12.png ├── 09-PSPNet │ ├── 01.png │ ├── 02.png │ ├── 03.png │ └── 04.png ├── 10-SegReview18 │ ├── 01.png │ ├── 02.jpg │ ├── 03.jpg │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ └── 09.png ├── 11-AAF │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ ├── 10.png │ ├── 11.png │ └── cross_entropy.png ├── 12-GCN │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ ├── 10.png │ ├── 11.png │ ├── 12.png │ ├── 13.png │ └── 14.png ├── 13-Focal-Loss │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ └── 09.png ├── 14-DenseASPP │ ├── 01.png │ ├── 02.png │ └── 03.png ├── 15-Layer-Cascade │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ ├── 10.png │ └── 11.png ├── 16-RefineNet │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ └── 10.png ├── 17-OANet │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ ├── 10.png │ ├── 11.png │ ├── 12.png │ ├── 13.png │ ├── 14.png │ └── 15.png ├── 18-BiSeNet │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ ├── 10.png │ ├── 11.png │ ├── 12.png │ ├── 13.png │ ├── 14.png │ └── 15.png ├── 19-DUpsampling │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ ├── 10.png │ └── 11.png ├── 20-SRFBN │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ ├── 10.png │ ├── 11.png │ └── 12.png ├── 21-DFANet │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ └── 08.png ├── 22-MASKRCNN │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ ├── 10.png │ ├── 11.png │ ├── 12.png │ ├── 13.png │ ├── 14.png │ ├── 15.png │ └── 16.png ├── 23-CASENet │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ └── 09.png ├── 24-DBPN │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ └── 07.png ├── 25-Knowledge-Dislillation-cvpr19 │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ └── 08.png ├── 26-RA-FCN │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ └── 09.png ├── 27-GLNET │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ ├── 10.png │ └── 11.png ├── 28-Accel │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ └── 10.png ├── 29-CiSS-Net │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ ├── 05.png │ ├── 06.png │ ├── 07.png │ ├── 08.png │ ├── 09.png │ ├── 10.png │ └── 11.png ├── A-MCG-exp1.png ├── A-MCG-exp2.png ├── A-MCG-exp3.png ├── A-MCG-exp4.png ├── A-MCG-exp5.png ├── A-MCG-network-RAM.png ├── A-MCG-network-conv-lstm.png ├── A-MCG-network.png ├── CityScape-exp-result.png ├── DANET-1.png ├── DANET-2.png ├── DANET-exp1.png ├── DANET-exp2.png ├── DANET-exp3.png ├── Depthwise-separable-convolution-1.jpg ├── Depthwise-separable-convolution-2.jpg ├── Inception-module.png ├── InceptionV3-1.png ├── InceptionV3-2.png ├── InceptionV3-3.png ├── InceptionV3-4.png ├── Other-papers │ └── 01-Focal-Loss │ │ ├── 01.png │ │ ├── 02.png │ │ ├── 03.png │ │ ├── 04.png │ │ ├── 05.png │ │ ├── 06.png │ │ ├── 07.png │ │ └── 08.png ├── PASCAL-5i.png ├── Spatial-pyramid-pooling-1.jpg ├── Spatial-pyramid-pooling-2.jpg ├── Spatial-pyramid-pooling-3.jpg ├── Spatial-pyramid-pooling-4.jpg ├── Spatial-pyramid-pooling-5.png ├── Spatial-pyramid-pooling-6.png ├── Xception-net-structure.jpg ├── atrous-convolution-1.jpg ├── deeplabv3+_1.png ├── deeplabv3+_cityscapes.png ├── deeplabv3+_pascalvoc12.png └── seperable-convolution.png ├── others ├── Experiment Result Collecting.xlsx ├── Summary of the semantic segmentation datasets.md └── 语义分割-知识点总结.md └── paper-reading-notes ├── 01-DeepLabV3+.md ├── 02-DANet.md ├── 03-A-MCG network.md ├── 04-SEANet.md ├── 05-ExFuse.md ├── 06-OCNet.md ├── 07-CCNet.md ├── 08-DFN.md ├── 09-PSPNet.md ├── 10-SegReview18.md ├── 11-AAF.md ├── 12-GCN.md ├── 13-DenseASPP.md ├── 14-Layer-Cascade.md ├── 15-RefineNet.md ├── 16-OANet.md ├── 17-BiSeNet.md ├── 18-DUpsampling.md ├── 19-DFANet.md ├── 20-MaskRCNN.md ├── 25-Knowledge-Dislillation-cvpr19.md ├── 26-RA-FCN.md ├── 27-GLNet.md ├── 28-Accel.md ├── 29-CiSS-Net.md ├── Medical-Segmentation └── 01-transforms-for-DA.md ├── Other-Related-Papers-Reading-Notes ├── 01-Focal-Loss.md ├── 02-SRFBN.md ├── 23-CASENet.md ├── 24-DBPN.md └── PaperReadingTemplate.md ├── PDF-version ├── 05-ExFuse.pdf ├── 08-DFN.pdf ├── 11-AAF-中文.pdf ├── 12-GCN-中文.pdf ├── 12-GCN.pdf ├── 13-DenseASPP-中文.pdf ├── 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