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Complex video object segmentation serves as a fundamental task for a wide range of downstream applications such as video editing and automatic data annotation.
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
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Hierarchical image saliency detection on extended cssd
Jianping Shi, Qiong Yan, Li Xu, and Jiaya Jia · 2015
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Instance-level segmentation for autonomous driving with deep densely connected mrfs
Ziyu Zhang, Sanja Fidler, and Raquel Urtasun · 2016
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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
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One-shot video object segmentation
Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers, and Luc Van Gool · 2017
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Learning video object segmentation from static images
Federico Perazzi, Anna Khoreva, Rodrigo Benenson, Bernt Schiele, and Alexander Sorkine-Hornung · 2017
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Fusionseg: Learning to combine motion and appearance for fully automatic segmentation of generic objects in videos
Suyog Dutt Jain, Bo Xiong, and Kristen Grauman · 2017
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Learning to detect salient objects with image-level supervision
Lijun Wang, Huchuan Lu, Yifan Wang, Mengyang Feng, Dong Wang, Baocai Yin, and Xiang Ruan · 2017
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2017
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Youtube-vos: A large-scale video object segmentation benchmark
Ning Xu, Linjie Yang, Yuchen Fan, Dingcheng Yue, Yuchen Liang, Jianchao Yang, and Thomas Huang · 2018
Cited alongside, same era.
Video object segmentation using space-time memory networks
Seoung Wug Oh, Joon-Young Lee, Ning Xu, and Seon Joo Kim · 2019
Cited alongside, same era.
Towards high-resolution salient object detection
Yi Zeng, Pingping Zhang, Jianming Zhang, Zhe Lin, and Huchuan Lu · 2019
Cited alongside, same era.
Target-aware adaptive tracking for unsupervised video object segmentation
Tianfei Zhou, Wenguan Wang, Yazhou Yao, and Jianbing Shen · 2020
Cited alongside, same era.
Fss-1000: A 1000-class dataset for few-shot segmentation
Xiang Li, Tianhan Wei, Yau Pun Chen, Yu-Wing Tai, and Chi-Keung Tang · 2020
Cited alongside, same era.
Xmem: Long-term video object segmentation with an atkinson-shiffrin memory model
Ho Kei Cheng and Alexander G Schwing · 2022
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Masked-attention mask transformer for universal image segmentation
Bowen Cheng, Ishan Misra, Alexander G Schwing, Alexander Kirillov, and Rohit Girdhar · 2022
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Occluded video instance segmentation: A benchmark
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge Belongie, Alan Yuille, Philip HS Torr, and Song Bai · 2022
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Mose: A new dataset for video object segmentation in complex scenes
Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, Philip HS Torr, and Song Bai · 2023
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Mevis: A large-scale benchmark for video segmentation with motion expressions
Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, and Chen Change Loy · 2023
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Ho Kei Cheng, Jihoon Chung, Yu-Wing Tai, and Chi-Keung Tang · 2020
Cited alongside, same era.
Modular interactive video object segmentation: Interaction-to-mask, propagation and difference-aware fusion
Ho Kei Cheng, Yu-Wing Tai, and Chi-Keung Tang · 2021
Cited alongside, same era.
Rethinking space-time networks with improved memory coverage for efficient video object segmentation
Ho Kei Cheng, Yu-Wing Tai, and Chi-Keung Tang · 2021
Cited alongside, same era.
Ali Athar, Jonathon Luiten, Paul Voigtlaender, Tarasha Khurana, Achal Dave, Bastian Leibe, and Deva Ramanan · 2023
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Tracking anything with decoupled video segmentation
Ho Kei Cheng, Seoung Wug Oh, Brian Price, Alexander Schwing, and Joon-Young Lee · 2023
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Putting the object back into video object segmentation
Ho Kei Cheng, Seoung Wug Oh, Brian Price, Joon-Young Lee, and Alexander Schwing · 2023
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