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Video Object Segmentation

2020

No. Figure Title Authors Pub. Links
24 placeholder Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation Mingmin Zhen, Shiwei Li, Lei Zhou, Jiaxiang Shang, Haoan Feng, Tian Fang, Long Quan ECCV 2020 paper
23 placeholder CenterNet Heatmap Propagation for Real-time Video Object Detection Zhujun Xu, Emir Hrustic, and Damien Vivet ECCV 2020 paper
22 placeholder Kernelized Memory Network for Video Object Segmentation Hongje Seong, Junhyuk Hyun, Euntai Kim ECCV 2020 paper
21 placeholder Interactive Video Object Segmentation Using Global and Local Transfer Modules Yuk Heo, Yeong Jun Koh, Chang-Su Kim ECCV 2020 paper
20 placeholder URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark Seonguk Seo, Joon-Young Lee, and Bohyung Han ECCV 2020 paper
19 placeholder Unsupervised Video Object Segmentation with Joint Hotspot Tracking Lu Zhang, Jianming Zhang, Zhe Lin, Radomır Mech, Huchuan Lu, You He ECCV 2020 paper
18 placeholder ScribbleBox: Interactive Annotation Framework for Video Object Segmentation Bowen Chen, Huan Ling, Xiaohui Zeng, Gao Jun, Ziyue Xu, Sanja Fidler ECCV 2020 paper
17 placeholder STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos Ali Athar, Sabarinath Mahadevan, Aljoša Ošep, Laura Leal-Taixé, Bastian Leibe ECCV 2020 paper
16 placeholder Fast Video Object Segmentation using Global Context Module Yu Li, Zhuoran Shen, Ying Shan ECCV 2020 paper
15 placeholder Efficient Semantic Video Segmentation with Per-frame Inference Yifan Liu, Chunhua Shen, Changqian Yu, Jingdong Wang ECCV 2020 paper
14 placeholder Learning Object Depth from Camera Motion and Video Object Segmentation Brent A. Griffin, Jason J. Corso ECCV 2020 paper
13 placeholder Collaborative Video Object Segmentation by Foreground-Background Integration Zongxin Yang, Yunchao Wei, Yi Yang ECCV 2020 paper
12 placeholder TENet: Triple Excitation Network for Video Salient Object Detection Sucheng Ren, Chu Han, Xin Yang, Guoqiang Han, Shengfeng He ECCV 2020 paper
11 placeholder Learning What to Learn for Video Object Segmentation Goutam Bhat, Felix Järemo Lawin, Martin Danelljan, Andreas Robinson, Michael Felsberg, Luc Van Gool, Radu Timofte ECCV 2020 paper
10 placeholder Video Object Segmentation with Graph Memory Network Xinkai Lu, Wenguan Wang, Martin Danelljan, Tianfei Zhou, Jianbing Shen, Luc Van Gool ECCV 2020 paper
9 placeholder Memory Enhanced Global-Local Aggregation for Video Object Detection Yihong Chen, Yue Cao, Han Hu, Liwei Wang CVPR 2020 paper
8 placeholder Learning Video Object Segmentation from Unlabeled Videos Jiyang Yu, Ravi Ramamoorthi CVPR 2020 paper
7 placeholder Temporally Distributed Networks for Fast Video Semantic Segmentation Ping Hu, Fabian Caba, Oliver Wang, Zhe Lin, Stan Sclaroff, Federico Perazzi CVPR 2020 paper
6 placeholder Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching Xuhua Huang, Jiarui Xu, Yu-Wing Tai, Chi-Keung Tang CVPR 2020 paper
5 placeholder Memory Aggregation Networks for Efficient Interactive Video Object Segmentation Jiaxu Miao, Yunchao Wei, Yi Yang CVPR 2020 paper
4 placeholder Fast Template Matching and Update for Video Object Tracking and Segmentation Mingjie Sun, Jimin Xiao, Eng Gee Lim, Bingfeng Zhang, Yao Zhao CVPR 2020 paper
3 placeholder A Transductive Approach for Video Object Segmentation Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin CVPR 2020 paper
2 placeholder State-Aware Tracker for Real-Time Video Object Segmentation Xi Chen, Zuoxin Li, Ye Yuan, Gang Yu, Jianxin Shen, Donglian Qi CVPR 2020 paper
1 TargetModel Learning Fast and Robust Target Models for Video Object Segmentation Andreas Robinson, Felix Järemo Lawin, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg CVPR 2020 paper

2019

No. Figure Title Authors Pub. Links
18 CapsuleVOS CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing Kevin Duarte, Yogesh S. Rawat, Mubarak Shah ICCV 2019 paper
17 AGSS AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation Huaijia Lin, Xiaojuan Qi, Jiaya Jia ICCV 2019 paper
16 STM Video Object Segmentation Using Space-Time Memory Networks Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim ICCV 2019 paper
15 RANet RANet: Ranking Attention Network for Fast Video Object Segmentation Ziqin Wang, Jun Xu, Li Liu, Fan Zhu, Ling Shao ICCV 2019 paper
14 AGNN Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks Wenguan Wang, Xiankai Lu, Jianbing Shen, David J. Crandall, Ling Shao ICCV 2019 paper
13 AnchorDiffusion Anchor Diffusion for Unsupervised Video Object Segmentation Zhao Yang, Qiang Wang, Luca Bertinetto, Weiming Hu, Song Bai, Philip H. S. Torr ICCV 2019 paper
12 DMM DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation Chaoxu Guo, Bin Fan, Jie Gu, Qian Zhang, Shiming Xiang, Veronique Prinet, Chunhong Pan ICCV 2019 paper
11 DTN Fast Video Object Segmentation via Dynamic Targeting Network Lu Zhang, Zhe Lin, Jianming Zhang, Huchuan Lu, You He ICCV 2019 paper
10 CoAttentionUVOS See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks Xiankai Lu, Wenguan Wang, Chao Ma, Jianbing Shen, Ling Shao, Fatih Porikli CVPR 2019 paper github
9 AGS Learning Unsupervised Video Object Segmentation through Visual Attention Wenguan Wang, Hongmei Song, Shuyang Zhao, Jianbing Shen, Sanyuan Zhao, Steven C. H. Hoi and Haibin Ling CVPR 2019 paper github
8 AGAME A Generative Appearance Model for End-to-end Video Object Segmentation Joakim Johnander, Martin Danelljan, Emil Brissman, Fahad Shahbaz Khan CVPR 2019 paper github
7 FUGVOS Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim CVPR 2019 paper
6 MHP-VOS MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation Shuangjie Xu1, Daizong Liu, Linchao Bao, Wei Liu, Pan Zhou CVPR 2019 github
5 BubbleNets BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames Brent A. Griffin, Jason J. Corso CVPR 2019 github
4 FEELVOS FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation Paul Voigtlaender, Yuning Chai, Florian Schroff, Hartwig Adam CVPR 2019 github
3 MOTS MOTS: Multi-Object Tracking and Segmentation Paul Voigtlaender, Michael Krause, Aljosa O ˘ sep, Jonathon Luiten CVPR 2019 project page
2 RVOS RVOS: End-to-End Recurrent Network for Video Object Segmentation Carles Ventura, Miriam Bellver, Andreu Girbau, Amaia Salvador, Ferran Marques and Xavier Giro-i-Nieto CVPR 2019 project page
1 STCNN Spatiotemporal CNN for Video Object Segmentation Kai Xu, Longyin Wen, Guorong Li , Liefeng Bo, Qingming Huang CVPR 2019 github

2018

No. Figure Title Authors Pub. Links
19 GRFP Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson, Cristian Sminchisescu CVPR 2018 paper github
18 DVSN Dynamic Video Segmentation Network Yu-Syuan Xu, Tsu-Jui Fu, Hsuan-Kung Yang, Chun-Yi Lee CVPR 2018 paper github
17 unVOSMSGSTP Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing ECCV 2018 paper
16 unVOSMBN Unsupervised Video Object Segmentation with Motion-based Bilateral Networks Vik Goel, Jameson Weng, Pascal Poupart ECCV 2018 paper
15 VideoMatch VideoMatch: Matching based Video Object Segmentation Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing ECCV 2018 paper
14 VOSLSE Video Object Segmentation by Learning Location-Sensitive Embeddings Hai Ci, Chunyu Wang, Yizhou Wang ECCV 2018 paper
13 Low-Latency Low-Latency Video Semantic Segmentation Yule Li, Jianping Shi, Dahua Lin CVPR 2018 paper
12 IETunVOS Instance Embedding Transfer to Unsupervised Video Object Segmentation Siyang Li, Bryan Seybold, Alexey Vorobyov, Alireza Fathi, Qin Huang, C.-C. Jay Kuo CVPR 2018 paper
11 Higher-Order CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF Linchao Bao, Baoyuan Wu, Wei Liu CVPR 2018 paper
10 GCRF Deep Spatio-Temporal Random Fields for Efficient Video Segmentation Siddhartha Chandra, Camille Couprie, Iasonas Kokkinos CVPR 2018 paper
9 RGMP Fast Video Object Segmentation by Reference-Guided Mask Propagation Seoung Wug Oh, Joon-Young Lee, Kalyan Sunkavalli, Seon Joo Kim CVPR 2018 github
8 MoNet MoNet: Deep Motion Exploitation for Video Object Segmentation Huaxin Xiao, Jiashi Feng, Guosheng Lin, Yu Liu, Maojun Zhang CVPR 2018 paper
7 Motion-Guided-CRN Motion-Guided Cascaded Refinement Network for Video Object Segmentation Ping Hu, Gang Wang, Xiangfei Kong , Jason Kuen, Yap-Peng Tan CVPR 2018 github
6 Cutting-Agent Reinforcement Cutting-Agent Learning for Video Object Segmentation Junwei Han, Le Yang, Dingwen Zhang, Xiaojun Chang, Xiaodan Liang CVPR 2018 paper
5 FAVOS Fast and Accurate Online Video Object Segmentation via Tracking Parts Jingchun Cheng, Yi-Hsuan Tsai, Wei-Chih Hung, Shengjin Wang, Ming-Hsuan Yang CVPR 2018 github
4 Net_Modular Efficient Video Object Segmentation via Network Modulation Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos CVPR 2018 github
3 PML-18 Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning Yuhua Chen, Jordi Pont-Tuset, Alberto Montes, Luc Van Gool CVPR 2018 project page
2 Actor_Action Actor and Action Video Segmentation from a Sentence Kirill Gavrilyuk, Amir Ghodrati, Zhenyang Li, Cees G. M. Snoek CVPR 2018 project page
1 VOS-ReID-MaskPro Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li, Chen Change Loy ECCV 2018 project page

2017

No. Figure Title Authors Pub. Links
11 OnAVOS Online Adaptation of Convolutional Neural Networks for Video Object Segmentation Paul Voigtlaender, Bastian Leibe BMVC 2017 papercode
10 LucidDream Lucid Data Dreaming for Video Object Segmentation Anna Khoreva, Rodrigo Benenson, Eddy Ilg, Thomas Brox, Bernt Schiele IJCV 2019 github
9 MaskRNN MaskRNN: Instance Level Video ObjectSegmentation Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing NIPS 2017 project page
8 SegFlow SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, Ming-Hsuan Yang ICCV 2017 github
7 PLM Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks Jae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, In So Kweon ICCV 2017 project page
6 VMNet Learning Video Object Segmentation with Visual Memory Pavel Tokmakov, Karteek Alahari, Cordelia Schmid ICCV 2017 paper
5 OSVOS One-Shot Video Object Segmentation Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers, Luc Van Gool CVPR 2017 project page
4 MaskTrack Learning Video Object Segmentation from Static Images Anna Khoreva, Federico Perazzi, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung CVPR 2017 project page code(unofficial)
3 MPNet Learning Motion Patterns in Videos Pavel Tokmakov, Karteek Alahari, Cordelia Schmid CVPR 2017 project page
2 FusionSeg FusionSeg: Learning to combine motion and appearance for fully automatic segmentation of generic objects in videos Suyog Dutt Jain, Bo Xiong, Kristen Grauman CVPR 2017 project page
1 VPN Video Propagation Networks Varun Jampani, Raghudeep Gadde, Peter V. Gehler CVPR 2017 project page

2016

No. Figure Title Authors Pub. Links
4 SCo Semantic Co-segmentation in Videos Yi-Hsuan Tsai, Guangyu Zhong, Ming-Hsuan Yang ECCV 2016 github
3 VSOF Video Segmentation via Object Flow Yi-Hsuan Tsai, Ming-Hsuan Yang, Michael J. Black CVPR 2016 github
2 FSO Feature Space Optimization for Semantic Video Segmentation Abhijit Kundu, Vibhav Vineet, Vladlen Koltun CVPR 2016 project page
1 BVS Bilateral Space Video Segmentation Nicolas Marki, Federico Perazzi, Oliver Wang, Alexander Sorkine-Hornung CVPR 2016 project page