Segmentation-paper-ECCV2020

• Image Segmentation (13)
• Video Segmentation (16)
• Panoptic Segmentation (1)
• Instance Segmentation (13)
• Weakly-supervised Segmentation (7)
• Semi-supervised Segmentation (3)
• Unsupervised Segmentation (2)
• Domain Adaptation for Semantic Segmentation (7)
• Few-shot Semantic Segmentation (3)
• Interactive Segmentation (6)
• Attacks and Defenses for Segmentation (2)
• Medical Image Segmentation (7)
• 3D Segmentation (9)
• Motion Segmentation (1)
• Aerial Image Segmentation (1)
• Referring Segmentation (2)
• Road Segmentation (1)
• RGB-D Segmentation (1)
• Shadow Segmentation (1)
• Transparent Objects Segmentation (1)
• Active Semantic Segmentation (1)
• Part Semantic Segmentation (1)
• Dataset (1)

Image Segmentation

Semantic Flow for Fast and Accurate Scene Parsing
Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang, Shaohua Tan, Yunhai Tong
[pdf] [supp] [code]

Learning to Predict Context-adaptive Convolution for Semantic Segmentation
Jianbo Liu, Junjun He, Yu Qiao, Jimmy S. Ren, Hongsheng Li
[pdf]

Class-wise Dynamic Graph Convolution for Semantic Segmentation
Hanzhe Hu, Deyi Ji, Weihao Gan, Shuai Bai, Wei Wu, Junjie Yan
[pdf] [supp]

Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation
[pdf]

SegFix: Model-Agnostic Boundary Refinement for Segmentation
Yuhui Yuan, Jingyi Xie, Xilin Chen, Jingdong Wang
[pdf] [supp]

Object-Contextual Representations for Semantic Segmentation
[pdf]

Improving Semantic Segmentation via Decoupled Body and Edge Supervision
Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng, Jianping Shi, Zhouchen Lin, Shaohua Tan, Yunhai Tong
[pdf] [supp]

Intra-class Feature Variation Distillation for Semantic Segmentation
Yukang Wang, Wei Zhou, Tao Jiang, Xiang Bai, Yongchao Xu
[pdf]

Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers
Christoph Kamann, Carsten Rother
[pdf] [supp]

Tensor Low-Rank Reconstruction for Semantic Segmentation
Wanli Chen, Xinge Zhu, Ruoqi Sun, Junjun He, Ruiyu Li, Xiaoyong Shen , Bei Yu
[pdf] [supp]

EfficientFCN: Holistically-guided Decoding for Semantic Segmentation
Jianbo Liu, Junjun He, Jiawei Zhang, Jimmy S. Ren, Hongsheng Li
[pdf]

OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering
Yaniv Benny, Lior Wolf
[pdf] [supp]

Extract and Merge: Superpixel Segmentation with Regional Attributes
Jianqiao An, Yucheng Shi, Yahong Han, Meijun Sun, Qi Tian
[pdf]

Video Segmentation

Learning What to Learn for Video Object Segmentation
[pdf+supp]

Segment as Points for Efficient Online Multi-Object Tracking and Segmentation
[pdf]

Efficient Semantic Video Segmentation with Per-frame Inference
Yifan Liu, Chunhua Shen, Changqian Yu, Jingdong Wang
[pdf] [supp]

Interactive Video Object Segmentation Using Global and Local Transfer Modules
Yuk Heo, Yeong Jun Koh, Chang-Su Kim
[pdf] [supp]

Learning Object Depth from Camera Motion and Video Object Segmentation
[pdf]

Video Object Segmentation with Episodic Graph Memory Networks
Xiankai Lu, Wenguan Wang, Martin Danelljan, Tianfei Zhou, Jianbing Shen, Luc Van Gool
[pdf] [supp]

Collaborative Video Object Segmentation by Foreground-Background Integration
Zongxin Yang, Yunchao Wei, Yi Yang
[pdf] [supp]

Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens
[pdf] [supp]

Fast Video Object Segmentation using the Global Context Module
Yu Li, Zhuoran Shen, Ying Shan
[pdf] [supp]

STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos
Ali Athar, Sabarinath Mahadevan, Aljosa Osep, Laura Leal-Taixé, Bastian Leibe
[pdf] [supp]

ScribbleBox: Interactive Annotation Framework for Video Object Segmentation
Bowen Chen, Huan Ling, Xiaohui Zeng, Jun Gao, Ziyue Xu, Sanja Fidler
[pdf] [supp]

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation
Jiale Cao, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
[pdf]

URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark
Seonguk Seo, Joon-Young Lee, Bohyung Han
[pdf] [supp]

Kernelized Memory Network for Video Object Segmentation
Hongje Seong, Junhyuk Hyun, Euntai Kim
[pdf] [supp]

Boundary-Aware Cascade Networks for Temporal Action Segmentation
Zhenzhi Wang, Ziteng Gao, Limin Wang, Zhifeng Li, Gangshan Wu
[pdf] [supp]

Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation
Mingmin Zhen, Shiwei Li, Lei Zhou, Jiaxiang Shang, Haoan Feng, Tian Fang, Long Quan
[pdf]

Panoptic Segmentation

Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation
Huiyu Wang, Yukun Zhu, Bradley Green, Hartwig Adam, Alan Yuille, Liang-Chieh Chen
[pdf] [supp]

Instance Segmentation

Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed
Steffen Wolf, Yuyan Li, Constantin Pape, Alberto Bailoni, Anna Kreshuk, Fred A. Hamprecht
[pdf] [supp]

Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation
Qi Fan, Lei Ke, Wenjie Pei, Chi-Keung Tang, Yu-Wing Tai
[pdf]

STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos
Ali Athar, Sabarinath Mahadevan, Aljosa Osep, Laura Leal-Taixé, Bastian Leibe
[pdf] [supp]

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation
Jiale Cao, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
[pdf]

Learning with Noisy Class Labels for Instance Segmentation
Longrong Yang, Fanman Meng, Hongliang Li, Qingbo Wu, Qishang Cheng
[pdf]

Conditional Convolutions for Instance Segmentation
[pdf]

Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation
Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin
[pdf]

The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation
Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Junhao Liew, Sheng Tang, Steven Hoi, Jiashi Feng
[pdf] [supp]

LevelSet R-CNN: A Deep Variational Method for Instance Segmentation
Namdar Homayounfar Yuwen Xiong Justin Liang Wei-Chiu Ma Raquel Urtasun {namdar,yuwen,justin.liang,weichiu,urtasun}@uber.com
[pdf] [supp]

PatchPerPix for Instance Segmentation
Lisa Mais, Peter Hirsch and Dagmar Kainmueller
[pdf] [supp]

Supervised Edge Attention Network for Accurate Image Instance Segmentation
Xier Chen, Yanchao Lian, Licheng Jiao, Haoran Wang, YanJie Gao, Shi Lingling
[pdf]

Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances
Aditya Arun, C.V. Jawahar, M. Pawan Kumar
[pdf] [supp]

The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation
[pdf]

Weakly-supervised Segmentation

Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation
[pdf]

Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances
Aditya Arun, C.V. Jawahar, M. Pawan Kumar
[pdf] [supp]

Employing Multi-Estimations for Weakly-Supervised Semantic Segmentation
Junsong Fan, Zhaoxiang Zhang, Tieniu Tan
[pdf]

Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation
Tianyi Zhang, Guosheng Lin, Weide Liu, Jianfei Cai, Alex Kot
[pdf]

Weakly Supervised Semantic Segmentation with Boundary Exploration
Liyi Chen, Weiwei Wu, Chenchen Fu, Xiao Han, Yuntao Zhang
[pdf]

Box2Seg: Attention Weighted Loss and Discriminative Feature Learning for Weakly Supervised Segmentation
Viveka Kulharia, Siddhartha Chandra, Amit Agrawal, Philip Torr, Ambrish Tyagi
[pdf] [supp]

Regularized Loss for Weakly Supervised Single Class Semantic Segmentation
Olga Veksler
[pdf] [supp]

Semi-supervised Segmentation

Semi-supervised Semantic Segmentation via Strong-weak Dual-branch Network
Wenfeng Luo, Meng Yang
[pdf] [supp]

Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens
[pdf] [supp]

Semi-Supervised Segmentation based on Error-Correcting Supervision
Robert Mendel, Luis Antonio de Souza Jr, David Rauber, João Paulo Papa, Christoph Palm
[pdf]

Unsupervised Segmentation

Autoregressive Unsupervised Image Segmentation
Yassine Ouali, Céline Hudelot, Myriam Tami
[pdf] [supp]

Unsupervised Video Object Segmentation with Joint Hotspot Tracking
Lu Zhang, Jianming Zhang, Zhe Lin, Radomír Měch, Huchuan Lu, You He
[pdf] [supp]

Domain Adaptation for Semantic Segmentation

Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation
Jiaxing Huang, Shijian Lu, Dayan Guan, Xiaobing Zhang
[pdf] [supp]

Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation
Jinyu Yang, Weizhi An, Sheng Wang, Xinliang Zhu, Chaochao Yan, Junzhou Huang
[pdf] [supp]

Domain Adaptive Semantic Segmentation Using Weak Labels
[pdf]

Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation
M.Naseer Subhani, Mohsen Ali
[pdf] [supp]

Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search
Prashant Pandey, Aayush Kumar Tyagi, Sameer Ambekar, Prathosh AP
[pdf] [supp]

Content-Consistent Matching for Domain Adaptive Semantic Segmentation
Guangrui Li, Guoliang Kang, Wu Liu, Yunchao Wei, Yi Yang
[pdf]

Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation
Haoran Wang, Tong Shen, Wei Zhang, Ling-Yu Duan, Tao Mei
[pdf] [supp]

3D Segmentation

Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation
Tong He, Dong Gong, Zhi Tian, Chunhua Shen
[pdf] [supp]

JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds
Zeyu Hu, Mingmin Zhen, Xuyang Bai, Hongbo Fu, Chiew-lan Tai
[pdf] [supp]

Image-to-Voxel Model Translation for 3D Scene Reconstruction and Segmentation
Vladimir V. Kniaz, Vladimir A. Knyaz, Fabio Remondino, Artem Bordodymov, Petr Moshkantsev
[pdf] [supp]

Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds
Jinxian Liu, Minghui Yu, Bingbing Ni⁴, Ye Chen
[pdf]

Virtual Multi-view Fusion for 3D Semantic Segmentation
Abhijit Kundu, Xiaoqi Yin, Alireza Fathi, David Ross, Brian Brewington, Thomas Funkhouser, Caroline Pantofaru
[pdf] [supp]

Deep FusionNet for Point Cloud Semantic Segmentation
Feihu Zhang Jin Fang Benjamin Wah Philip Torr
[pdf] [supp]

Efficient Outdoor 3D Point Cloud Semantic Segmentation for Critical Road Objects and Distributed Contexts
Chi-Chong Wong, Chi-Man Vong
[pdf]

SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation
Chenfeng Xu, Bichen Wu, Zining Wang, Wei Zhan, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka
[pdf] [supp]

Instance-Aware Embedding for Point Cloud Instance Segmentation
Tong He, Yifan Liu, Chunhua Shen, Xinlong Wang, Changming Sun
[pdf]

Medical Image Segmentation

Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation
Ashwin Raju, Chi-Tung Cheng, Yuankai Huo, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, ChienHung Liao, Adam P. Harrison
[pdf+supp] [supp]

Self-similarity Student for Partial Label Histopathology Image Segmentation
Hsien-Tzu Cheng, Chun-Fu Yeh, Po-Chen Kuo, Andy Wei, Keng-Chi Liu, Mong-Chi Ko, Kuan-Hua Chao, Yu-Ching Peng, Tyng-Luh Liu
[pdf] [supp]

Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation
[pdf]

Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images
Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li
[pdf]

JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans
Fengze Liu, Jinzheng Cai, Yuankai Huo, Chi-Tung Cheng, Ashwin Raju, Dakai Jin, Jing Xiao, Alan Yuille, Le Lu, ChienHung Liao, Adam P. Harrison
[pdf]

Negative Pseudo Labeling using Class Proportion for Semantic Segmentation in Pathology
Hiroki Tokunaga, Brian Kenji Iwana, Yuki Teramoto, Akihiko Yoshizawa , Ryoma Bise
[pdf]

Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation
Cheng Ouyang, Carlo Biffi, Chen Chen, Turkay Kart, Huaqi Qiu, Daniel Rueckert
[pdf] [supp]

Few-shot Semantic Segmentation

Part-aware Prototype Network for Few-shot Semantic Segmentation
[pdf]

Prototype Mixture Models for Few-shot Semantic Segmentation
Boyu Yang, Chang Liu, Bohao Li, Jianbin Jiao, Qixiang Ye
[pdf] [supp]

Few-Shot Semantic Segmentation with Democratic Attention Networks
Haochen Wang, Xudong Zhang, Yutao Hu, Yandan Yang, Xianbin Cao, Xiantong Zhen
[pdf] [supp]

Interactive Segmentation

Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections
Theodora Kontogianni, Michael Gygli, Jasper Uijlings, Vittorio Ferrari
[pdf] [supp]

PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click
Henghui Ding, Scott Cohen, Brian Price, Xudong Jiang
[pdf]

Collaborative Video Object Segmentation by Foreground-Background Integration
Zongxin Yang, Yunchao Wei, Yi Yang
[pdf] [supp]

ScribbleBox: Interactive Annotation Framework for Video Object Segmentation
Bowen Chen, Huan Ling, Xiaohui Zeng, Jun Gao, Ziyue Xu, Sanja Fidler
[pdf] [supp]

Interactive Video Object Segmentation Using Global and Local Transfer Modules
Yuk Heo, Yeong Jun Koh, Chang-Su Kim
[pdf] [supp]

SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information
Jing Yu Koh, Duc Thanh Nguyen, Quang-Trung Truong, Sai-Kit Yeung, Alexander Binder
[pdf] [supp]

Attacks and Defenses for Segmentation

Indirect Local Attacks for Context-aware Semantic Segmentation Networks
[pdf]

Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation
Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz
[pdf] [supp]

Motion Segmentation

On the Usage of the Trifocal Tensor in Motion Segmentation
Federica Arrigoni, Luca Magri, Tomas Pajdla
[pdf] [supp]

Aerial Image Segmentation

End-to-End Trainable Deep Active Contour Models for Automated Image Segmentation: Delineating Buildings in Aerial Imagery
Ali Hatamizadeh, Debleena Sengupta, Demetri Terzopoulos
[pdf] [supp]

Referring Segmentation

Linguistic Structure Guided Context Modeling for Referring Image Segmentation
Tianrui Hui, Si Liu, Shaofei Huang, Guanbin Li, Sansi Yu, Faxi Zhang, Jizhong Han
[pdf] [supp]

URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark
Seonguk Seo, Joon-Young Lee, Bohyung Han
[pdf] [supp]

Road Segmentation

TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation
Subeesh Vasu, Mateusz Kozinski, Leonardo Citraro, and Pascal Fua
[pdf] [supp]

RGB-D Segmentation

Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
[pdf]

Shadow Segmentation

From Shadow Segmentation to Shadow Removal
Hieu Le, Dimitris Samaras
[pdf] [supp]

Transparent Objects Segmentation

Segmenting Transparent Objects in the Wild
[pdf]

Active Semantic Segmentation

Attend and Segment: Attention Guided Active Semantic Segmentation
Soroush Seifi, Tinne Tuytelaars
[pdf] [supp]

Part Semantic Segmentation

GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild
Umberto Michieli, Edoardo Borsato, Luca Rossi, Pietro Zanuttigh
[pdf] [supp]

Dataset

Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset
[pdf] [supp]