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Video Instance Segmentation (VIS) is a multi-task problem performing detection, segmentation, and tracking simultaneously.
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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Deformable Convolutional Networks
Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, and Yichen Wei · 2017
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Mask r-cnn
Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017
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Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2017
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MMDetection: Open mmlab detection toolbox and benchmark
Kai Chen, Jiaqi Wang, Jiangmiao Pang, Yuhang Cao, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jiarui Xu, Zheng Zhang, Dazhi Cheng, Chenchen Zhu, Tianheng Cheng, Qijie Zhao, Buyu Li, Xin Lu, Rui Zhu, Yue Wu, Jifeng Dai, Jingdong Wang, Jianping Shi, Wanli Ouyang, Chen Change Loy, and Dahua Lin · 2019
Earlier work this paper cites.
Temporal feature augmented network for video instance segmentation
Minghui Dong, Jian Wang, Yuanyuan Huang, Dongdong Yu, Kai Su, Kaihui Zhou, Jie Shao, Shiping Wen, and Changhu Wang · 2019
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Dual embedding learning for video instance segmentation
Qianyu Feng, Zongxin Yang, Peike Li, Yunchao Wei, and Yi Yang · 2019
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Mask scoring r-cnn
Zhaojin Huang, Lichao Huang, Yongchao Gong, Chang Huang, and Xinggang Wang · 2019
Cited alongside, same era.
Video instance segmentation 2019: A winning approach for combined detection, segmentation, classification and tracking
Jonathon Luiten, Philip Torr, and Bastian Leibe · 2019
Cited alongside, same era.
An empirical study of detection-based video instance segmentation
Qiang Wang, Yi He, Xiaoyun Yang, Zhao Yang, and Philip Torr · 2019
Cited alongside, same era.
Video instance segmentation
Linjie Yang, Yuchen Fan, and Ning Xu · 2019
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1st place solutions for openimage2019 – object detection and instance segmentation
Yuhang Zang Yan Gao Enze Xie Junjie Yan-Chen Change Loy Yu Liu, Guanglu Song and Xiaogang Wang · 2019
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Self-supervised learning for generalizable out-of-distribution detection
Sina Mohseni, Mandar Pitale, Jbs Yadawa, and Zhangyang Wang · 2020
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Resnest: Split-attention networks
Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Zhi Zhang, Haibin Lin, Yue Sun, Tong He, Jonas Mueller, R Manmatha, et al · 2020
Later among the works it cites.
Msn: Efficient online mask selection network for video instance segmentation
Vidit Goel, Jiachen Li, Shubhika Garg, Harsh Maheshwari, and Humphrey Shi · 2021
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Swin transformer: Hierarchical vision transformer using shifted windows
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, and Baining Guo · 2021
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Quasi-dense similarity learning for multiple object tracking
Jiangmiao Pang, Linlu Qiu, Xia Li, Haofeng Chen, Qi Li, Trevor Darrell, and Fisher Yu · 2021
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N. Alldrin J. Uijlings I. Krasin J. Pont-Tuset S. Kamali S. Popov M. Malloci A. Kolesnikov T. Duerig A. Kuznetsova, H. Rom and V. Ferrari · 2020
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Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation
Gedas Bertasius and Lorenzo Torresani · 2020
Cited alongside, same era.
Compfeat: Comprehensive feature aggregation for video instance segmentation
Yang Fu, Linjie Yang, Ding Liu, Thomas S Huang, and Humphrey Shi · 2020
Cited alongside, same era.
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End-to-end video instance segmentation with transformers
Yuqing Wang, Zhaoliang Xu, Xinlong Wang, Chunhua Shen, Baoshan Cheng, Hao Shen, and Huaxia Xia · 2021
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Crossover learning for fast online video instance segmentation
Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, and Wenyu Liu · 2021
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Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Ying Shan, Bin Feng, and Wenyu Liu · 2021
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