SegFix: Model-Agnostic Boundary Refinement for Segmentation

8 July 2020

Jingdong Wang

Papers citing "SegFix: Model-Agnostic Boundary Refinement for Segmentation"

50 / 54 papers shown

Title
Low-Resolution Self-Attention for Semantic Segmentation Yu-Huan Wu Shi-Chen Zhang Yun-Hai Liu Le Zhang Xin Zhan Daquan Zhou Jiashi Feng Ming-Ming Cheng Liangli Zhen ViT 166 3 0 08 Oct 2023
High Quality Segmentation for Ultra High-resolution Images Tiancheng Shen Yuechen Zhang Lu Qi Jason Kuen Xingyu Xie Jianlong Wu Zhe Lin Jiaya Jia 139 42 0 29 Nov 2021
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 72 897 0 17 Dec 2019
PolyTransform: Deep Polygon Transformer for Instance Segmentation Justin Liang N. Homayounfar Wei-Chiu Ma Yuwen Xiong Rui Hu R. Urtasun ViT ISeg 61 176 0 05 Dec 2019
CNN-based Semantic Segmentation using Level Set Loss Youngeun Kim Seunghyeon Kim Taekyung Kim Changick Kim SSeg 112 57 0 02 Oct 2019
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation Yuhui Yuan Xiaokang Chen Xilin Chen Jingdong Wang ViT 224 1,417 0 24 Sep 2019
Semantic Correlation Promoted Shape-Variant Context for Segmentation Henghui Ding Xudong Jiang Bing Shuai A. Liu Gang Wang ISeg 57 169 0 05 Sep 2019
Boundary-Aware Feature Propagation for Scene Segmentation Henghui Ding Xudong Jiang A. Liu N. Magnenat-Thalmann G. Wang 290 258 0 31 Aug 2019
Expectation-Maximization Attention Networks for Semantic Segmentation Xia Li Zhisheng Zhong Jianlong Wu Yibo Yang Zhouchen Lin Hong Liu 3DV 3DPC 161 557 0 31 Jul 2019
Interlaced Sparse Self-Attention for Semantic Segmentation Lang Huang Yuhui Yuan Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 66 155 0 29 Jul 2019
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation Towaki Takikawa David Acuna Varun Jampani Sanja Fidler 81 612 0 12 Jul 2019
Spatial Sampling Network for Fast Scene Understanding Davide Mazzini Raimondo Schettini 3DPC SSeg 41 21 0 22 May 2019
Devil is in the Edges: Learning Semantic Boundaries from Noisy Annotations David Acuna Amlan Kar Sanja Fidler 105 144 0 16 Apr 2019
High-Resolution Representations for Labeling Pixels and Regions Ke Sun Yang Zhao Borui Jiang Tianheng Cheng Bin Xiao Dong Liu Yadong Mu Xinggang Wang Wenyu Liu Jingdong Wang SSeg 67 781 0 09 Apr 2019
ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Weicheng Kuo A. Angelova Jitendra Malik Nayeon Lee 3DPC ISeg 70 118 0 05 Apr 2019
A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation Shusil Dangi Cristian A. Linte Z. Yaniv 59 70 0 04 Jan 2019
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 87 384 0 04 Dec 2018
Devil in the Details: Towards Accurate Single and Multiple Human Parsing Tao Ruan Ting Liu Zilong Huang Yunchao Wei Shikui Wei Yao-Min Zhao Thomas Huang 191 250 0 17 Sep 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 314 5,103 0 09 Sep 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 72 604 0 04 Sep 2018
Simultaneous Edge Alignment and Learning Zhiding Yu Weiyang Liu Yang Zou Chen Feng Srikumar Ramalingam B. Kumar Jan Kautz 71 84 0 06 Aug 2018
Guided Upsampling Network for Real-Time Semantic Segmentation Davide Mazzini SSeg 49 113 0 19 Jul 2018
Learning to Refine Human Pose Estimation Mihai Fieraru Anna Khoreva L. Pishchulin Bernt Schiele 3DH 108 93 0 21 Apr 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 86 191 0 27 Mar 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 84 1,251 0 23 Mar 2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model George Papandreou Tyler Lixuan Zhu Liang-Chieh Chen Spyros Gidaris Jonathan Tompson Kevin Patrick Murphy 40 546 0 22 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 94 5,748 0 05 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 430 13,121 0 07 Feb 2018
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features Liang-Chieh Chen Alexander Hermans George Papandreou Florian Schroff Peng Wang Hartwig Adam ISeg 56 348 0 13 Dec 2017
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs Samuel Rota Buló Lorenzo Porzi Peter Kontschieder 57 357 0 07 Dec 2017
Learning Affinity via Spatial Propagation Networks Sifei Liu Shalini De Mello Liang Feng Guangyu Zhong Ming-Hsuan Yang Jan Kautz 71 285 0 03 Oct 2017
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks B. Bischke P. Helber Joachim Folz Damian Borth Andreas Dengel SSeg 48 249 0 18 Sep 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 225 8,470 0 17 Jun 2017
CASENet: Deep Category-Aware Semantic Edge Detection Zhiding Yu Chen Feng Ming-Yuan Liu Srikumar Ramalingam 50 268 0 27 May 2017
Label Refinement Network for Coarse-to-Fine Semantic Segmentation Md. Amirul Islam Shujon Naha Mrigank Rochan Neil D. B. Bruce Yang Wang SSeg 56 55 0 01 Mar 2017
Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling Spyros Gidaris N. Komodakis 57 145 0 14 Dec 2016
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 127 1,385 0 12 Dec 2016
Richer Convolutional Features for Edge Detection Yun-Hai Liu Ming-Ming Cheng Xiaowei Hu Kai Wang X. Bai 80 1,026 0 07 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 658 12,003 0 04 Dec 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 110 523 0 24 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 253 2,848 0 20 Nov 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 120 2,008 0 07 Aug 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 239 18,224 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 735 37,843 0 20 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,606 0 06 Apr 2016
Iterative Instance Segmentation Ke Li Bharath Hariharan Jitendra Malik ISeg 63 149 0 26 Nov 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 268 8,441 0 23 Nov 2015
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform Liang-Chieh Chen Jonathan T. Barron George Papandreou Kevin Patrick Murphy Alan Yuille 62 367 0 10 Nov 2015
Semantic Segmentation with Boundary Neural Fields Gedas Bertasius Jianbo Shi Lorenzo Torresani 55 191 0 09 Nov 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 297 7,383 0 05 Jun 2015