Fetching the paper…
Reading the bibliography…
Unsupervised Video Object Segmentation (UVOS) aims at discovering objects and tracking them through videos.
Algorithm 457: finding all cliques of an undirected graph
Coen Bron and Joep Kerbosch · 1973
Earlier work this paper cites.
Object segmentation by long term analysis of point trajectories
Thomas Brox and Jitendra Malik · 2010
Earlier work this paper cites.
Video segmentation by tracing discontinuities in a trajectory embedding
Katerina Fragkiadaki, Geng Zhang, and Jianbo Shi · 2012
Earlier work this paper cites.
Video segmentation by tracking many figure-ground segments
Fuxin Li, Taeyoung Kim, Ahmad Humayun, David Tsai, and James M Rehg · 2013
Earlier work this paper cites.
Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
Earlier work this paper cites.
Robust video segment proposals with painless occlusion handling
Zhengyang Wu, Fuxin Li, Rahul Sukthankar, and James M Rehg · 2015
Earlier work this paper cites.
Associative embedding: End-to-end learning for joint detection and grouping
Alejandro Newell, Zhiao Huang, and Jia Deng · 2016
Earlier work this paper cites.
A benchmark dataset and evaluation methodology for video object segmentation
Federico Perazzi, Jordi Pont-Tuset, Brian McWilliams, Luc Van Gool, Markus Gross, and Alexander Sorkine-Hornung · 2016
Earlier work this paper cites.
One-shot video object segmentation
S. Caelles, K.K. Maninis, J. Pont-Tuset, L. Leal-Taixé, D. Cremers, and L. Van Gool · 2017
Earlier work this paper cites.
Segflow: Joint learning for video object segmentation and optical flow
Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, and Ming-Hsuan Yang · 2017
Earlier work this paper cites.
Semantic instance segmentation with a discriminative loss function
Bert De Brabandere, Davy Neven, and Luc Van Gool · 2017
Earlier work this paper cites.
Mask r-cnn
Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017
Earlier work this paper cites.
Sgn: Sequential grouping networks for instance segmentation
Shu Liu, Jiaya Jia, Sanja Fidler, and Raquel Urtasun · 2017
Earlier work this paper cites.
Learning video object segmentation from static images
Federico Perazzi, Anna Khoreva, Rodrigo Benenson, Bernt Schiele, and Alexander Sorkine-Hornung · 2017
Earlier work this paper cites.
The 2017 davis challenge on video object segmentation
Jordi Pont-Tuset, Federico Perazzi, Sergi Caelles, Pablo Arbeláez, Alex Sorkine-Hornung, and Luc Van Gool · 2017
Earlier work this paper cites.
Learning motion patterns in videos
Pavel Tokmakov, Karteek Alahari, and Cordelia Schmid · 2017
Earlier work this paper cites.
Blazingly fast video object segmentation with pixel-wise metric learning
Yuhua Chen, Jordi Pont-Tuset, Alberto Montes, and Luc Van Gool · 2018
Earlier work this paper cites.
Unsupervised video object segmentation for deep reinforcement learning
Vik Goel, Jameson Weng, and Pascal Poupart · 2018
Earlier work this paper cites.
Path aggregation network for instance segmentation
Shu Liu, Lu Qi, Haifang Qin, Jianping Shi, and Jiaya Jia · 2018
Earlier work this paper cites.
Fast video object segmentation by reference-guided mask propagation
Seoung Wug Oh, Joon-Young Lee, Kalyan Sunkavalli, and Seon Joo Kim · 2018
Earlier work this paper cites.
Pyramid dilated deeper convlstm for video salient object detection
Hongmei Song, Wenguan Wang, Sanyuan Zhao, Jianbing Shen, and Kin-Man Lam · 2018
Earlier work this paper cites.
Efficient video object segmentation via network modulation
Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, and Aggelos K Katsaggelos · 2018
Cited alongside, same era.
The 2019 davis challenge on vos: Unsupervised multi-object segmentation
Sergi Caelles, Jordi Pont-Tuset, Federico Perazzi, Alberto Montes, Kevis-Kokitsi Maninis, and Luc Van Gool · 2019
Cited alongside, same era.
Towards segmenting anything that moves
Achal Dave, Pavel Tokmakov, and Deva Ramanan · 2019
Cited alongside, same era.
Mask scoring r-cnn
Zhaojin Huang, Lichao Huang, Yongchao Gong, Chang Huang, and Xinggang Wang · 2019
Cited alongside, same era.
See more, know more: Unsupervised video object segmentation with co-attention siamese networks
Xiankai Lu, Wenguan Wang, Chao Ma, Jianbing Shen, Ling Shao, and Fatih Porikli · 2019
Cited alongside, same era.
Video object segmentation using space-time memory networks
Memory selection network for video propagation
Ruizheng Wu, Huaijia Lin, Xiaojuan Qi, and Jiaya Jia · 2020
Later among the works it cites.
Polarmask: Single shot instance segmentation with polar representation
Enze Xie, Peize Sun, Xiaoge Song, Wenhai Wang, Xuebo Liu, Ding Liang, Chunhua Shen, and Ping Luo · 2020
Later among the works it cites.
Deep variational instance segmentation
Jialin Yuan, Chao Chen, and Li Fuxin · 2020
Later among the works it cites.
Motion-attentive transition for zero-shot video object segmentation
Tianfei Zhou, Shunzhou Wang, Yi Zhou, Yazhou Yao, Jianwu Li, and Ling Shao · 2020
Later among the works it cites.
Per-pixel classification is not all you need for semantic segmentation
Bowen Cheng, Alex Schwing, and Alexander Kirillov · 2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Seoung Wug Oh, Joon-Young Lee, Ning Xu, and Seon Joo Kim · 2019
Cited alongside, same era.
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 · 2019
Cited alongside, same era.
Feelvos: Fast end-to-end embedding learning for video object segmentation
Paul Voigtlaender, Yuning Chai, Florian Schroff, Hartwig Adam, Bastian Leibe, and Liang-Chieh Chen · 2019
Cited alongside, same era.
Zero-shot video object segmentation via attentive graph neural networks
Wenguan Wang, Xiankai Lu, Jianbing Shen, David J. Crandall, and Ling Shao · 2019
Cited alongside, same era.
Object discovery in videos as foreground motion clustering
Christopher Xie, Yu Xiang, Zaid Harchaoui, and Dieter Fox · 2019
Cited alongside, same era.
Video instance segmentation
Linjie Yang, Yuchen Fan, and Ning Xu · 2019
Cited alongside, same era.
Stem-seg: Spatio-temporal embeddings for instance segmentation in videos
Ali Athar, Sabarinath Mahadevan, Aljosa Osep, Laura Leal-Taixé, and Bastian Leibe · 2020
Cited alongside, same era.
Ho Kei Cheng, Yu-Wing Tai, and Chi-Keung Tang · 2021
Later among the works it cites.
Solq: Segmenting objects by learning queries
Bin Dong, Fangao Zeng, Tiancai Wang, Xiangyu Zhang, and Yichen Wei · 2021
Later among the works it cites.
Mask selection and propagation for unsupervised video object segmentation
Shubhika Garg and Vidit Goel · 2021
Later among the works it cites.
Video instance segmentation using inter-frame communication transformers
Sukjun Hwang, Miran Heo, Seoung Wug Oh, and Seon Joo Kim · 2021
Later among the works it cites.
Video instance segmentation with a propose-reduce paradigm
Huaijia Lin, Ruizheng Wu, Shu Liu, Jiangbo Lu, and Jiaya Jia · 2021
Later among the works it cites.
Space time recurrent memory network
Hung Nguyen and Fuxin Li · 2021
Later among the works it cites.
Max-deeplab: End-to-end panoptic segmentation with mask transformers
Huiyu Wang, Yukun Zhu, Hartwig Adam, Alan Yuille, and Liang-Chieh Chen · 2021
Later among the works it cites.
End-to-end video instance segmentation via spatial-temporal graph neural networks
Tao Wang, Ning Xu, Kean Chen, and Weiyao Lin · 2021
Later among the works it cites.
End-to-end video instance segmentation with transformers
Yuqing Wang, Zhaoliang Xu, Xinlong Wang, Chunhua Shen, Baoshan Cheng, Hao Shen, and Huaxia Xia · 2021
Later among the works it cites.
Target-aware object discovery and association for unsupervised video multi-object segmentation
Tianfei Zhou, Jianwu Li, Xueyi Li, and Ling Shao · 2021
Later among the works it cites.
Masked-attention mask transformer for universal image segmentation
Bowen Cheng, Ishan Misra, Alexander G Schwing, Alexander Kirillov, and Rohit Girdhar · 2022
Later among the works it cites.
Visolo: Grid-based space-time aggregation for efficient online video instance segmentation
Su Ho Han, Sukjun Hwang, Seoung Wug Oh, Yeonchool Park, Hyunwoo Kim, Min-Jung Kim, and Seon Joo Kim · 2022
Later among the works it cites.
Video instance segmentation via multi-scale spatio-temporal split attention transformer
Omkar Thawakar, Sanath Narayan, Jiale Cao, Hisham Cholakkal, Rao Muhammad Anwer, Muhammad Haris Khan, Salman Khan, Michael Felsberg, and Fahad Shahbaz Khan · 2022
Later among the works it cites.
Video instance segmentation via multi-scale spatio-temporal split attention transformer
Omkar Thawakar, Sanath Narayan, Jiale Cao, Hisham Cholakkal, Rao Muhammad Anwer, Muhammad Haris Khan, Salman Khan, Michael Felsberg, and Fahad Shahbaz Khan · 2022
Later among the works it cites.
Seqformer: Sequential transformer for video instance segmentation
Junfeng Wu, Yi Jiang, Song Bai, Wenqing Zhang, and Xiang Bai · 2022
Later among the works it cites.
Efficient video instance segmentation via tracklet query and proposal
Jialian Wu, Sudhir Yarram, Hui Liang, Tian Lan, Junsong Yuan, Jayan Eledath, and Gerard Medioni · 2022
Later among the works it cites.