Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation

24 September 2019

Jingdong Wang

Papers citing "Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation"

50 / 222 papers shown

Title
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery Libo Wang Rui Li Ce Zhang Shenghui Fang Chenxi Duan Xiaoliang Meng P. M. Atkinson ViT 43 624 0 18 Sep 2021
Improved Few-shot Segmentation by Redefinition of the Roles of Multi-level CNN Features Zhijie Wang Masanori Suganuma Takayuki Okatani VLM SSeg 39 1 0 14 Sep 2021
Is Attention Better Than Matrix Decomposition? Zhengyang Geng Meng-Hao Guo Hongxu Chen Xia Li Ke Wei Zhouchen Lin 62 137 0 09 Sep 2021
Leveraging Local Domains for Image-to-Image Translation Anthony DellÉva Fabio Pizzati Massimo Bertozzi Raoul de Charette 26 2 0 09 Sep 2021
Sparse Spatial Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin ISeg 28 0 0 04 Sep 2021
Hire-MLP: Vision MLP via Hierarchical Rearrangement Jianyuan Guo Yehui Tang Kai Han Xinghao Chen Han Wu Chao Xu Chang Xu Yunhe Wang 46 105 0 30 Aug 2021
ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation Zhenchao Jin B. Liu Qi Chu Nenghai Yu ISeg 36 73 0 27 Aug 2021
Mining Contextual Information Beyond Image for Semantic Segmentation Zhenchao Jin Tao Gong Dongdong Yu Qi Chu Jian Wang Changhu Wang Jie Shao 27 88 0 26 Aug 2021
Multi-domain semantic segmentation with overlapping labels Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 33 13 0 25 Aug 2021
Self-Regulation for Semantic Segmentation Zhangfu Dong Zhang Hanwang T. Jinhui Huang Xiansheng Sun Qianru 36 35 0 22 Aug 2021
FaPN: Feature-aligned Pyramid Network for Dense Image Prediction Shihua Huang Zhichao Lu Ran Cheng Cheng He 15 202 0 16 Aug 2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation Yiting Cheng Fangyun Wei Jianmin Bao Dong Chen Fang Wen Wenqiang Zhang 41 69 0 13 Aug 2021
Effective semantic segmentation in Cataract Surgery: What matters most? Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 21 23 0 13 Aug 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection Botos Csaba Xiaojuan Qi Arslan Chaudhry P. Dokania Philip H. S. Torr OOD 32 8 0 02 Aug 2021
A Unified Efficient Pyramid Transformer for Semantic Segmentation Fangrui Zhu Yi Zhu Li Zhang Chongruo Wu Yanwei Fu Mu Li ViT 29 29 0 29 Jul 2021
Viewpoint-Invariant Exercise Repetition Counting Y. Hsu Qingpeng Zhang Tsougenis Efstratios K. Tsui 10 3 0 29 Jul 2021
Personalized Image Semantic Segmentation Yu Zhang Chang-Bin Zhang Peng-Tao Jiang Mingg-Ming Cheng Feng Mao 21 4 0 24 Jul 2021
CycleMLP: A MLP-like Architecture for Dense Prediction Shoufa Chen Enze Xie Chongjian Ge Runjian Chen Ding Liang Ping Luo 24 231 0 21 Jul 2021
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Taehun Kim Hyemin Lee Daijin Kim EgoV 22 251 0 06 Jul 2021
Polarized Self-Attention: Towards High-quality Pixel-wise Regression Huajun Liu Fuqiang Liu Xinyi Fan Dong Huang 79 211 0 02 Jul 2021
Focal Self-attention for Local-Global Interactions in Vision Transformers Jianwei Yang Chunyuan Li Pengchuan Zhang Xiyang Dai Bin Xiao Lu Yuan Jianfeng Gao ViT 42 428 0 01 Jul 2021
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images L. Ding Dong Lin Shaofu Lin Jing Zhang Xiaojie Cui Yuebin Wang H. Tang Lorenzo Bruzzone ViT 31 97 0 29 Jun 2021
Learning to Map for Active Semantic Goal Navigation G. Georgakis Bernadette Bucher Karl Schmeckpeper Siddharth Singh Kostas Daniilidis 32 73 0 29 Jun 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 32 357 0 28 Jun 2021
Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Di Wang Bo Du L. Zhang 21 19 0 26 Jun 2021
Probabilistic Attention for Interactive Segmentation Prasad Gabbur Manjot Bilkhu J. Movellan 31 13 0 23 Jun 2021
Part-aware Panoptic Segmentation Daan de Geus Panagiotis Meletis Chenyang Lu Xiaoxiao Wen Gijs Dubbelman 44 60 0 11 Jun 2021
CAT: Cross Attention in Vision Transformer Hezheng Lin Xingyi Cheng Xiangyu Wu Fan Yang Dong Shen Zhongyuan Wang Qing Song Wei Yuan ViT 29 149 0 10 Jun 2021
Fully Transformer Networks for Semantic Image Segmentation Sitong Wu Tianyi Wu Fangjian Lin Sheng Tian Guodong Guo ViT 34 39 0 08 Jun 2021
Large-scale Unsupervised Semantic Segmentation Shangqi Gao Zhong-Yu Li Ming-Hsuan Yang Mingg-Ming Cheng Junwei Han Philip H. S. Torr UQCV 38 84 0 06 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 35 4,836 0 31 May 2021
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks Meng-Hao Guo Zheng-Ning Liu Tai-Jiang Mu Shimin Hu 25 472 0 05 May 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 53 139 0 28 Apr 2021
Vision Transformers with Patch Diversification Chengyue Gong Dilin Wang Meng Li Vikas Chandra Qiang Liu ViT 42 62 0 26 Apr 2021
Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses Bingyuan Liu Jose Dolz Adrian Galdran Riadh Kobbi Ismail Ben Ayed 32 15 0 18 Apr 2021
Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Chufeng Tang Hang Chen Xiao-Li Li Jianmin Li Zhaoxiang Zhang Xiaolin Hu ISeg 31 79 0 12 Apr 2021
Learning Position and Target Consistency for Memory-based Video Object Segmentation Liucheng Hu Peng Zhang Bang Zhang Pan Pan Yinghui Xu R. L. Jin VOS 26 111 0 09 Apr 2021
Progressive Semantic Segmentation Chuong Huynh Anh Tran Khoa Luu Minh Hoai 6 87 0 08 Apr 2021
Mining Latent Classes for Few-shot Segmentation Lihe Yang Wei Zhuo Lei Qi Yinghuan Shi Yang Gao 44 126 0 29 Mar 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 45 1,662 0 24 Mar 2021
OFFSEG: A Semantic Segmentation Framework For Off-Road Driving Kasi Viswanath Kartikeya Singh Peng-Tao Jiang Sujit P.B. Srikanth Saripalli 18 47 0 23 Mar 2021
Deep Consensus Learning Wei Sun Tianfu Wu 32 2 0 15 Mar 2021
GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor Environments Tianrui Guan D. Kothandaraman Rohan Chandra A. Sathyamoorthy K. Weerakoon Tianyi Zhou 25 103 0 07 Mar 2021
Learning Statistical Texture for Semantic Segmentation Lanyun Zhu Deyi Ji Shiping Zhu Weihao Gan Wei Wu Junjie Yan 25 123 0 06 Mar 2021
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline Konrad Heidler Lichao Mou C. Baumhoer A. Dietz Xiaoxiang Zhu 36 111 0 02 Mar 2021
Reviving Iterative Training with Mask Guidance for Interactive Segmentation Konstantin Sofiiuk Ilya A. Petrov Anton Konushin 38 214 0 12 Feb 2021
Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery Ye Lyu G. Vosselman Guisong Xia M. Yang 20 12 0 05 Feb 2021
Active Boundary Loss for Semantic Segmentation Chi-Yin Wang Yunke Zhang Miaomiao Cui Peiran Ren Yin Yang Xuansong Xie Xiansheng Hua Hujun Bao Weiwei Xu 47 63 0 04 Feb 2021
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation Ye Huang Di Kang W. Jia Xiangjian He Liu Liu 31 35 0 19 Jan 2021
Contrastive Learning for Label-Efficient Semantic Segmentation Xiangyu Zhao Raviteja Vemulapalli Philip Mansfield Boqing Gong Bradley Green Lior Shapira Ying Nian Wu SSL SSeg 36 174 0 13 Dec 2020