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Semantic Segmentation and Scene Parsing

2018

No. Figure Title Authors Pub. Links
4 Multi-Evidence-Filtering-Fusion Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning Weifeng Ge, Sibei Yang, Yizhou Yu CVPR 2018 paper
3 AdaptSegNet Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai, Wei-Chih Hung, Samuel Schulter, Kihyuk Sohn, Ming-Hsuan Yang, Manmohan Chandraker CVPR 2018 paper github
2 AffinityNet Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn, Suha Kwak CVPR 2018 paper
1 Seg-Everything Learning to Segment Every Thing Ronghang Hu, Piotr Dollar, Kaiming He, Trevor Darrell, Ross Girshick CVPR 2018 paper

2017

No. Figure Title Authors Pub. Links
9 Deeper-into-Future Predicting Deeper into the Future of Semantic Segmentation Pauline Luc, Natalia Neverova, Camille Couprie, Jakob Verbeek and Yann LeCun ICCV 2017 paper project page
8 Rev-Attention Semantic Segmentation with Reverse Attention Qin Huang, Chunyang Xia, Wuchi Hao, Siyang Li, Ye Wang, Yuhang Song and C.-C. Jay Kuo BMVC 2017 paper code
7 Not-All-Pixels-Are-Equal Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade Xiaoxiao Li, Ziwei Liu, Ping Luo, Chen Change Loy, Xiaoou Tang CVPR 2017 paper
6 A-Erasing Object Region Mining with Adversarial Erasing: A Simple Classification toSemantic Segmentation Approach Yunchao Wei, Jiashi Feng, Xiaodan Liang, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan CVPR 2017 paper ⭐
5 FRRN Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen, Alexander Hermans, Markus Mathias, Bastian Leibe CVPR 2017 paper github
4 FCIS Fully Convolutional Instance-aware Semantic Segmentation Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, Yichen Wei CVPR 2017 paper github
3 DRN Dilated Residual Networks Fisher Yu, Vladlen Koltun, Thomas Funkhouser CVPR 2017 paper github
2 PSPNet Pyramid Scene Parsing Network Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia CVPR 2017 paper github
1 RefineNet RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin, Anton Milan, Chunhua Shen, Ian Reid CVPR 2017 paper github

2016

No. Figure Title Authors Pub. Links
3 Attention-to-scale Attention to Scale: Scale-aware Semantic Image Segmentation Liang-Chieh Chen, Yi Yang, Jiang Wang, Wei Xu CVPR 2016 paper DeepLab ⭐
2 LPRR Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation Golnaz Ghiasi, Charless C. Fowlkes ECCV 2016 paper github
1 ISFCN Instance-sensitive Fully Convolutional Networks Jifeng Dai, Kaiming He, Yi Li, Shaoqing Ren, Jian Sun ECCV 2016 paper

2015

No. Figure Title Authors Pub. Links
5 LDN Learning Deconvolution Network for Semantic Segmentation Heonwoo Noh, Seunghoon Hong, Bohyung Han ICCV 2015 paper
4 CRFRNN Conditional Random Fields as Recurrent Neural Networks Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, ZhiZhong Su, Dalong Du, Chang Huang, and Philip H. S. Torr ICCV 2015 paper
3 LROS Learning to Refine Object Segments Pedro O. Pinheiro , Tsung-Yi Lin , Ronan Collobert, Piotr Doll ́ar arXiv 1603.08695 paper
2 LSOC Learning to Segment Object Candidates Pedro O. Pinheiro, Ronan Collobert, Piotr Dollar NIPS 2015 paper
1 FCN Fully Convolutional Networks for Semantic Segmentation Jonathan Long, Evan Shelhamer, Trevor Darrell CVPR 2015 paper ⭐