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Semi-Supervised Video Object Segmentation(VOS) Paper List

Semi-Supervised Video Object Segmentation(VOS) Paper List

2020

Publication Method Title Authors Affiliation Links
NIPS 2020 AFB_URR Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement Yongqing Liang et.al Louisiana State University [paper] [code]
ECCV 2020 URVOS URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark Seonguk Seo, , Joon-Young Lee ,Bohyung Han Seoul National University, Adobe Research paper
ECCV 2020 what to learn Learning What to Learn for Video Object Segmentation Goutam Bhat, et al. ETH Z¨urich, Link¨oping University arxiv
ECCV 2020 GraphMemVOS Video Object Segmentation with Episodic Graph Memory Networks Xiankai Lu1, BWenguan Wang, Martin Danelljan, Tianfei Zhou, Jianbing Shen, Luc Van Gool Inception Institute of Artificial Intelligence, ETH Zurich [arXiv] [code]
ECCV 2020 CFBI Collaborative Video Object Segmentation by Foreground-Background Integration Zongxin Yang, Yunchao Wei, Yi Yang Baidu Research [arXiv] [code]
ECCV 2020 KMN Kernelized Memory Network for Video Object Segmentation Hongje Seong, Junhyuk Hyun, Euntai Kim Yonsei University [arXiv]
ECCV 2020 GC Fast Video Object Segmentation using the Global Context Module Yu Li, Zhuoran Shen, Ying Shan Tencent PCG, The University of Hong Kong [arXiv]
ICIP 2020 CRVOS CRVOS: CLUE REFINING NETWORK FOR VIDEO OBJECT SEGMENTATION Suhwan Cho, MyeongAh Cho, Tae-young Chung, Heansung Lee, Sangyoun Lee Yonsei University [arXiv] [code]
CVPR 2020 TAN-DTTM Fast Video Object Segmentation with Temporal Aggregation Network and Dynamic Template Matching Xuhua Huang, Jiarui Xu, Yu-Wing Tai, Chi-Keung Tang The Hong Kong University of Science and Technology, Tencent [paper] [code]
CVPR 2020 TVOS A Transductive Approach for Video Object Segmentation Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin Microsoft Research Asia, Carnegie Mellon University [paper] [code]
CVPR 2020 FRTM Learning Fast and Robust Target Models for Video Object Segmentation Andreas Robinson, Felix Jaremo Lawin, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg Linkoping University, ETH Zurich, IIAI [paper] [code]
CVPR 2020 SAT State-Aware Tracker for Real-Time Video Object Segmentation Xi Chen, Zuoxin Li, Ye Yuan, Gang Yu, Jianxin Shen, Donglian Qi Zhejiang University, Megvii Inc. [paper] [code]
CVPR 2020 FTMU Fast Template Matching and Update for Video Object Tracking and Segmentation Mingjie Sun, Jimin Xiao, Eng Gee Lim, Bingfeng Zhang, Yao Zhao XJTLU, University of Liverpool, Beijing Jiaotong University [paper] [code]
WACV 2020 DIPNet DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation Ping Hu, Jun Liu, Gang Wang, Vitaly Ablavsky, Kate Saenko, Stan Sclaroff Boston University, Singapore University of Technology and Design, Alibaba Group [paper]
IJCAI 2020 E3SN E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation Meng Lan , Yipeng Zhang , Qinning Xu, Lefei Zhang Wuhan University [paper]

2019

Method Title Authors Affiliation Pub. Links
AGSS-VOS AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation Huaijia Lin,Xiaojuan Qi,Jiaya Jia CUHK,University of Oxford,YoutTu Lab ICCV 2019 paper
DMM-Net Differentiable Mask-Matching Network for Video Object Segmentation Xiaohui Zeng,Renjie Liao,Li Gu,Yuwen Xiong,Sanja Fidler,Raquel Urtasun University of Toronto,NVIDIA ICCV 2019 paper pytorch
RANet RANet: Ranking Attention Network for Fast Video Object Segmentation Ziqin Wang, Jun Xu, Li Liu, Fan Zhu,Ling Shao The University of Sydney, IIAI, Xi’an Jiaotong University, Nankai University ICCV2019 paper github
CapsuleVOS CapsuleVOS:Semi-Supervised Video Object Segmentation Using Capsule Routing Kevin Duarte,Yogesh S Rawat,Mubarak Shah University of Central Florida ICCV 2019 paper TensorFlow
OSVOS-VL In defense of OSVOS Yu Liu, Yutong Dai, Anh-Dzung Doan, Lingqiao Liu, Ian Reid The University of Adelaide arXiv 8.20 paper
MTN Fast Video Object Segmentation via Mask Transfer Network Tao Zhuo, Zhiyong Cheng, Mohan Kankanhalli NUS, Shandong AI Institute arXiv 8.28 paper
PTSNet Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation Qiang Zhou, Zilong Huang, Lichao Huang, Yongchao Gong, Han Shen, Chang Huang, Wenyu Liu, Xinggang Wang HUST, Horizon Robotics arXiv 7.4 paper pytorch
DOS Discriminative Online Learning for Fast Video Object Segmentation Andreas Robinson, Felix Jaremo Lawin, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg Linkoping University, ETH Zurich, Switzerland arXiv 4.18 paper
BoLTVOS*** BoLTVOS: Box-Level Tracking for Video Object Segmentation Paul Voigtlaender, Jonathon Luiten, Bastian Leibe RWTH Aachen arXiv 2019.4.9 paper
Patchwork Patchwork: A Patch-wise Attention Network for Efficient Object Detection and Segmentation in Video Streams Yuning Chai Google Inc ICCV 2019 paper
STM** Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim Yonsei University ICCV 2019 paper pytorch
MLDVW Meta Learning Deep Visual Words for Fast Video Object Segmentation Harkirat Singh Behl, Mohammad Najafi, Philip H.S. Torr University of Oxford arXiv 2018.12 paper
ST GANs*** Fast video object segmentation with Spatio-Temporal GANs S. Caelles, A. Pumarola, F. Moreno-Noguer, A. Sanfeliu, L. Van Gool ETH Zurich arXiv 2019.3.28 paper
GAM* A Generative Appearance Model for End-to-end Video Object Segmentation Joakim Johnander, Emil Brissman, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg Linkoping University CVPR 2019 paper github
BubbleNets BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames Brent A. Griffin, Jason J. Corso University of Michigan CVPR 2019 paper github
MHP-VOS*** MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation Shuangjie Xu, Daizong Liu, Linchao Bao, Wei Liu, Pan Zhou Hust, Tencent AI Lab CVPR 2019 paper
FEELVOS FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation Paul Voigtlaender, Yuning Chai, Florian Schroff, Hartwig Adam, Bastian Leibe, Liang-Chieh Chen RWTH Aachen, Google Inc CVPR 2019 paper github blog
RVOS RVOS: End-to-End Recurrent Network for Video Object Segmentation Carles Ventura, Miriam Bellver, Andreu Girbau, Amaia Salvador, Ferran Marques, Xavier Giro-i-Nieto UOC, UPC, Barcelona Supercomputing Center CVPR 2019 paper github
STCNN** Spatiotemporal CNN for Video Object Segmentation Kai Xu, Longyin Wen, Guorong Li, Liefeng Bo, Qingming Huang CAS CVPR 2019 paper github
SiamMask Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang, Li Zhang, Luca Bertinetto CASIA, University of Oxford CVPR 2019 paper github
MOTS MOTS: Multi-Object Tracking and Segmentation Paul Voigtlaender, Michael Krause, Aljosa O ˘ sep, Jonathon Luiten, Berin Balachandar Gnana Sekar, Andreas Geiger, Bastian Leibe RWTH Aachen University, MPI CVPR_2019 paper github
TIS Tukey-Inspired Video Object Segmentation Brent A. Griffin, Jason J. Corso University of Michigan WACV 2019 paper github

2018

Method Title Authors Affiliation Pub. Links
MVOS-OL Online Meta Adaptation for Fast Video Object Segmentation Huaxin Xiao, Bingyi Kang, Yu Liu, Maojun Zhang, Jiashi Feng NUDT, NUS TPAMI 2018 paper github
DyeNet video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li, Chen Change Loy CUHK, NTU ECCV 2018 project page
VideoMatch VideoMatch: Matching based Video Object Segmentation Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing UIUC ECCV 2018 paper
VOSLSE Video Object Segmentation by Learning Location-Sensitive Embeddings Hai Ci, Chunyu Wang, Yizhou Wang Peking University, MSRA ECCV 2018 paper
GRFP Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson, Cristian Sminchisescu Lund University CVPR 2018 paper github
DVSN Dynamic Video Segmentation Network Yu-Syuan Xu, Tsu-Jui Fu, Hsuan-Kung Yang, Chun-Yi Lee National Tsing Hua Uiversity CVPR 2018 paper github
Low-Latency Low-Latency Video Semantic Segmentation Yule Li, Jianping Shi, Dahua Lin CAS, SenseTime, CUHK CVPR 2018 paper
CNN in MRF CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF Linchao Bao, Baoyuan Wu, Wei Liu Tencent AI Lab CVPR 2018 paper
GCRF Deep Spatio-Temporal Random Fields for Efficient Video Segmentation Siddhartha Chandra, Camille Couprie, Iasonas Kokkinos INRIA GALEN, Facebook CVPR 2018 paper
RGMP Fast Video Object Segmentation by Reference-Guided Mask Propagation Seoung Wug Oh, Joon-Young Lee, Kalyan Sunkavalli, Seon Joo Kim Yonsei University CVPR 2018 github
MoNet MoNet: Deep Motion Exploitation for Video Object Segmentation Huaxin Xiao, Jiashi Feng, Guosheng Lin, Yu Liu, Maojun Zhang NUDT, NTU CVPR 2018 paper
Motion-Guided-CRN Motion-Guided Cascaded Refinement Network for Video Object Segmentation Ping Hu, Gang Wang, Xiangfei Kong , Jason Kuen, Yap-Peng Tan NTU, Alibaba CVPR 2018 github
FAVOS Fast and Accurate Online Video Object Segmentation via Tracking Parts Jingchun Cheng, Yi-Hsuan Tsai, Wei-Chih Hung, Shengjin Wang, Ming-Hsuan Yang Tsinghua University, UC Merced CVPR 2018 github
OSMN Efficient Video Object Segmentation via Network Modulation Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos Snap, Google CVPR 2018 github
PML Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning Yuhua Chen, Jordi Pont-Tuset, Alberto Montes, Luc Van Gool ETH Zurich CVPR 2018 github pytorch
Actor Action Actor and Action Video Segmentation from a Sentence Kirill Gavrilyuk, Amir Ghodrati, Zhenyang Li, Cees G. M. Snoek University of Amsterdam CVPR 2018 project page

2017

Method Title Authors Affiliation Pub. Links
LucidDream Lucid Data Dreaming for Video Object Segmentation Anna Khoreva, Rodrigo Benenson, Eddy Ilg, Thomas Brox, Bernt Schiele MPI, Google IJCV 2019 paper github
FGFA Flow-guided feature aggregation for video object detection Xizhou Zhu, Yujie Wang, Jifeng Dai, Lu Yuan, Yichen Wei USTC, MSRA ICCV 2017 paper github
MaskRNN MaskRNN: Instance Level Video ObjectSegmentation Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing UIUC NIPS 2017 project page
SegFlow SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, Ming-Hsuan Yang Tsinghua University, UC Merced ICCV 2017 github
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 UMN, KAIST ICCV 2017 project page
VMNet Learning Video Object Segmentation with Visual Memory Pavel Tokmakov, Karteek Alahari, Cordelia Schmid Inria ICCV 2017 paper
OSVOS* One-Shot Video Object Segmentation Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers, Luc Van Gool ETH Zurich CVPR 2017 project page
MaskTrack Learning Video Object Segmentation from Static Images Anna Khoreva, Federico Perazzi, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung Disney Research, ETH Zurich, MPI CVPR 2017 project page code
MPNet Learning Motion Patterns in Videos Pavel Tokmakov, Karteek Alahari, Cordelia Schmid Inria CVPR 2017 project page
FusionSeg FusionSeg: Learning to combine motion and appearance for fully automatic segmentation of generic objects in videos Suyog Dutt Jain, Bo Xiong, Kristen Grauman University of Texas at Austin CVPR 2017 project page
VPN Video Propagation Networks Varun Jampani, Raghudeep Gadde, Peter V. Gehler MPI CVPR 2017 project page

2016

Method Title Authors Affiliation Pub. Links
VSOF Video Segmentation via Object Flow Yi-Hsuan Tsai, Ming-Hsuan Yang, Michael J. Black UC Merced CVPR 2016 github
BVS Bilateral Space Video Segmentation Nicolas Marki, Federico Perazzi, Oliver Wang, Alexander Sorkine-Hornung ETH Zurich, Disney Research CVPR 2016 project page

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Semi-Supervised Video Object Segmentation(VOS) Paper List

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