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Tracking and segmenting multiple objects in complex scenes has always been a challenge in the field of video object segmentation, especially in scenarios where objects are occluded and split into parts.
The 2017 davis challenge on video object segmentation
J. Pont-Tuset, F. Perazzi, S. Caelles, P. Arbeláez, A. Sorkine-Hornung, and L. Van Gool · 2017
Earlier work this paper cites.
Cnn in mrf: Video object segmentation via inference in a cnn-based higher-order spatiotemporal mrf
L. Bao, B. Wu, and W. Liu · 2018
Earlier work this paper cites.
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
Earlier work this paper cites.
Video object segmentation using space-time memory networks
Seoung Wug Oh, Joon-Young Lee, Ning Xu, and Seon Joo Kim · 2019
Earlier work this paper cites.
Feelvos: Fast end-to-end embedding learning for video object segmentation
P. Voigtlaender, Y. Chai, F. Schroff, H. Adam, and L.C. Chen · 2019
Earlier work this paper cites.
Rethinking spacetime networks with improved memory coverage for efficient video object segmentation
H. K. Cheng, Y. W. Tai, and C. K. Tang · 2021
Earlier work this paper cites.
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
H. K. Cheng and A. G. Schwing · 2022
Cited alongside, same era.
Per-clip video object segmentation
Kwanyong Park, Sanghyun Woo, Seoung Wug Oh, In So Kweon, and Joon-Young Lee · 2022
Cited alongside, same era.
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
Cited alongside, same era.
Burst: A benchmark for unifying object recognition, segmentation and tracking in video
Ali Athar, Jonathon Luiten, Paul Voigtlaender, Tarasha Khurana, Achal Dave, Bastian Leibe, and Deva Ramanan · 2023
Cited alongside, same era.
Putting the object back into video object segmentation
Ho Kei Cheng, Seoung Wug Oh, Brian Price, Joon-Young Lee, and Alexander Schwing · 2023
Later among the works it cites.
Mevis: A large-scale benchmark for video segmentation with motion expressions
Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, and Chen Change Loy · 2023
Later among the works it cites.
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
Later among the works it cites.
Look before you match: Instance understanding matters in video object segmentation
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Chuanxin Tang, Xiyang Dai, Yucheng Zhao, Yujia Xie, Lu Yuan, and Yu-Gang Jiang · 2023
Later among the works it cites.
Scalable video object segmentation with simplified framework
Qiangqiang Wu, Tianyu Yang, Wei Wu, and Antoni Chan · 2023
Later among the works it cites.
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