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The recent Segment Anything Model 2 (SAM2) has demonstrated exceptional capabilities in interactive object segmentation for both images and videos.
Simple online and realtime tracking
Ge Z. Ott L. Ramos F. Upcroft B. Bewley, A · 2016
Earlier work this paper cites.
Video segmentation via object flow
Yi-Hsuan Tsai, Ming-Hsuan Yang, and Michael J Black · 2016
Earlier work this paper cites.
One-shot video object segmentation
Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers, and Luc Van Gool · 2017
Earlier work this paper cites.
Maskrnn: Instance level video object segmentation
Yuan-Ting Hu, Jia-Bin Huang, and Alexander Schwing · 2017
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Online adaptation of convolutional neural networks for video object segmentation
P. Voigtlaender and B. Leibe · 2017
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Blazingly fast video object segmentation with pixel-wise metric learning
Y. Chen, J. Pont-Tuset, A. Montes, and L. Van Gool · 2018
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Fast and accurate online video object segmentation via tracking parts
J. Cheng, Y.H. Tsai, W.C. Hung, S. Wang, and M.H. Yang · 2018
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Videomatch: Matching based video object segmentation
Yuan-Ting Hu, Jia-Bin Huang, and Alexander G Schwing · 2018
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Premvos: Proposal-generation, refinement and merging for video object segmentation
J. Luiten, P. Voigtlaender, and B. Leibe · 2018
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Monet: Deep motion exploitation for video object segmentation
Huaxin Xiao, Jiashi Feng, Guosheng Lin, Yu Liu, and Maojun Zhang · 2018
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Video object segmentation using space-time memory networks
Seoung Wug Oh, Joon-Young Lee, Ning Xu, and Seon Joo Kim · 2019
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Video instance segmentation
Linjie Yang, Yuchen Fan, and Ning Xu · 2019
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Learning what to learn for video object segmentation
Martin Danelljan Andreas Robinson Michael Felsberg Luc Van Gool Goutam Bhat, Felix J¨aremo Lawin and Radu Timofte · 2020
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Learning dynamic convolutions for multi-modal 3d mri brain tumor segmentation
Yixuan Yuan Qiushi Yang · 2020
Cited alongside, same era.
Collaborative video object segmentation by foreground background integration
Yunchao Wei Zongxin Yang and Yi Yang · 2020
Cited alongside, same era.
Sstvos: Sparse spatiotemporal transformers for video object segmentation
B. Duke, A. Ahmed, C. Wolf, and G. W. Taylor · 2021
Cited alongside, same era.
Rethinking space-time networks with improved memory coverage for efficient video object segmentation
Yu-Wing Tai Ho Kei Cheng and Chi-Keung Tang · 2021
Cited alongside, same era.
Joint inductive and transductive learning for video object segmentation
Y. Mao, N. Wang, W. Zhao, and H. Li · 2021
Cited alongside, same era.
Learning transferable visual models from natural language supervision
Scalable video object segmentation with simplified framework
Qiangqiang Wu, Tianyu Yang, Wei Wu, and Antoni Chan · 2023
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Segment everything everywhere all at once
Hao Zhang Feng Li Linjie Li Jianfeng Wang Lijuan Wang Jianfeng Gao Yong Jae Lee Xueyan Zou, Jianwei Yang · 2023
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Faster segment anything: Towards lightweight sam for mobile applications
Chaoning Zhang, Dongshen Han, Yu Qiao, Jung Uk Kim, Sung-Ho Bae, Seungkyu Lee, and Choong Seon Hong · 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 · 2024
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Sam2long: Enhancing sam 2 for long video segmentation with a training-free memory tree
Rui Qian Xiaoyi Dong Pan Zhang Yuhang Zang Yuhang Cao Yuwei Guo Dahua Lin Ding, Shuangrui and Jiaqi Wang · 2024
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Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021
Cited alongside, same era.
Associating objects with transformers for video object segmentation
Zongxin Yang, Yunchao Wei, and Yi Yang · 2021
Cited alongside, same era.
Xmem: Long-term video object segmentation with an atkinson-shiffrin memory model
Ho Kei Cheng and Alexander G Schwing · 2022
Cited alongside, same era.
Opening up open world tracking
Zulfikar I.E.-Luiten J. Dave A. Ramanan D. Leibe B. Ošep A. Leal-Taixé L. Liu, Y · 2022
Cited alongside, same era.
Recurrent dynamic embedding for video object segmentation
Zhiwei Xiong Bang Zhang Pan Pan Mingxing Li, Liucheng Hu and Dong Liu · 2022
Cited alongside, same era.
Tracking anything with decoupled video segmentation
Ho Kei Cheng, Seoung Wug Oh, Brian Price, Alexander Schwing, and Joon-Young Lee · 2023
Cited alongside, same era.
Segment anything
Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick · 2023
Cited alongside, same era.
Unified embedding alignment for open-vocabulary video instance segmentation
Hao Fang, Peng Wu, Yawei Li, Xinxin Zhang, and Xiankai Lu · 2024
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Segment and recognize anything at any granularity
Peize Sun Xueyan Zou Shilong Liu Chunyuan Li Jianwei Yang Lei Zhang Jianfeng Gao Feng Li, Hao Zhang · 2024
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Segment anything in medical images
Jun Ma, Yuting He, Feifei Li, Lin Han, Chenyu You, and Bo Wang · 2024
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Sam2: Segment anything in images and videos
Gabeur V. Hu Y.T. Hu R. Ryali C. Ma T. Khedr H. Rädle-R. Rolland C. Gustafson L. Ravi, N. and E. Mintun · 2024
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Grounded sam: Assembling open-world models for diverse visual tasks
Ailing Zeng Jing Lin Kunchang Li He Cao Jiayu Chen Xinyu Huang Yukang Chen Feng Yan Zhaoyang Zeng Hao Zhang Feng Li Jie Yang Hongyang Li Qing Jiang Lei Zhang Tianhe Ren, Shilong Liu · 2024
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Embodiedsam: Online segment any 3d thing in real time
Xiuwei Xu, Huangxing Chen, Linqing Zhao, Ziwei Wang, Jie Zhou, and Jiwen Lu · 2024
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Samurai: Adapting segment anything model for zero-shot visual tracking with motion-aware memory
Cheng-Yen Yang, Hsiang-Wei Huang, Wenhao Chai, Zhongyu Jiang, and Jenq-Neng Hwang · 2024
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Gaussian grouping: Segment and edit anything in 3d scenes
Mingqiao Ye, Martin Danelljan, Fisher Yu, and Lei Ke · 2024
Later among the works it cites.