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Video-based person re-identification (Re-ID) aims to retrieve video sequences of the same person under non-overlapping cameras.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
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Large-scale machine learning with stochastic gradient descent
Léon Bottou · 2010
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Person re-identification by descriptive and discriminative classification
Martin Hirzer, Csaba Beleznai, Peter M Roth, and Horst Bischof · 2011
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Two-stream convolutional networks for action recognition in videos
Karen Simonyan and Andrew Zisserman · 2014
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Person re-identification by video ranking
Taiqing Wang, Shaogang Gong, Xiatian Zhu, and Shengjin Wang · 2014
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Batch normalization: Accelerating deep network training by reducing internal covariate shift
Sergey Ioffe and Christian Szegedy · 2015
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Recurrent convolutional network for video-based person re-identification
Niall McLaughlin, Jesus Martinez del Rincon, and Paul Miller · 2016
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Mars: A video benchmark for large-scale person re-identification
Liang Zheng, Zhi Bie, Yifan Sun, Jingdong Wang, Chi Su, Shengjin Wang, and Qi Tian · 2016
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Person re-identification: Past, present and future
Liang Zheng, Yi Yang, and Alexander G Hauptmann · 2016
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Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin · 2017
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Joint detection and identification feature learning for person search
Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, and Xiaogang Wang · 2017
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Jointly attentive spatial-temporal pooling networks for video-based person re-identification
Shuangjie Xu, Yu Cheng, Kang Gu, Yang Yang, Shiyu Chang, and Pan Zhou · 2017
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Zhen Zhou, Yan Huang, Wei Wang, Liang Wang, and Tieniu Tan · 2017
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Video person re-identification with competitive snippet-similarity aggregation and co-attentive snippet embedding
Dapeng Chen, Hongsheng Li, Tong Xiao, Shuai Yi, and Xiaogang Wang · 2018
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
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Diversity regularized spatiotemporal attention for video-based person re-identification
Shuang Li, Slawomir Bak, Peter Carr, and Xiaogang Wang · 2018
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Beyond part models: Person retrieval with refined part pooling (and a strong convolutional baseline)
Yifan Sun, Liang Zheng, Yi Yang, Qi Tian, and Shengjin Wang · 2018
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Video person re-identification by temporal residual learning
Ju Dai, Pingping Zhang, Dong Wang, Huchuan Lu, and H Wang · 2019
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Sta: Spatial-temporal attention for large-scale video-based person re-identification
Yang Fu, Xiaoyang Wang, Yunchao Wei, and Thomas Huang · 2019
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Language models are few-shot learners
Tom B Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al · 2020
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End-to-end object detection with transformers
Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, and Sergey Zagoruyko · 2020
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Temporal coherence or temporal motion: Which is more critical for video-based person re-identification?
Guangyi Chen, Yongming Rao, Jiwen Lu, and Jie Zhou · 2020
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Generative pretraining from pixels
Mark Chen, Alec Radford, Rewon Child, Jeffrey Wu, Heewoo Jun, David Luan, and Ilya Sutskever · 2020
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An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al · 2020
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Video action transformer network
Rohit Girdhar, Joao Carreira, Carl Doersch, and Andrew Zisserman · 2019
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Vrstc: Occlusion-free video person re-identification
Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, and Xilin Chen · 2019
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Global-local temporal representations for video person re-identification
Jianing Li, Jingdong Wang, Qi Tian, Wen Gao, and Shiliang Zhang · 2019
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Multi-scale 3d convolution network for video based person re-identification
Jianing Li, Shiliang Zhang, and Tiejun Huang · 2019
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Dense 3d-convolutional neural network for person re-identification in videos
Jiawei Liu, Zheng-Jun Zha, Xuejin Chen, Zilei Wang, and Yongdong Zhang · 2019
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Spatial and temporal mutual promotion for video-based person re-identification
Yiheng Liu, Zhenxun Yuan, Wengang Zhou, and Houqiang Li · 2019
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Co-segmentation inspired attention networks for video-based person re-identification
Arulkumar Subramaniam, Athira Nambiar, and Anurag Mittal · 2019
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Appearance-preserving 3d convolution for video-based person re-identification
Xinqian Gu, Hong Chang, Bingpeng Ma, Hongkai Zhang, and Xilin Chen · 2020
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Temporal complementary learning for video person re-identification
Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, and Xilin Chen · 2020
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Transtrack: Multiple-object tracking with transformer
Peize Sun, Yi Jiang, Rufeng Zhang, Enze Xie, Jinkun Cao, Xinting Hu, Tao Kong, Zehuan Yuan, Changhu Wang, and Ping Luo · 2020
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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 · 2020
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Spatial-temporal graph convolutional network for video-based person re-identification
Jinrui Yang, Wei-Shi Zheng, Qize Yang, Ying-Cong Chen, and Qi Tian · 2020
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Learning joint spatial-temporal transformations for video inpainting
Yanhong Zeng, Jianlong Fu, and Hongyang Chao · 2020
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Multi-granularity reference-aided attentive feature aggregation for video-based person re-identification
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, and Zhibo Chen · 2020
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Transreid: Transformer-based object re-identification
Shuting He, Hao Luo, Pichao Wang, Fan Wang, Hao Li, and Wei Jiang · 2021
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Watching you: Global-guided reciprocal learning for video-based person re-identification, 2021
Xuehu Liu, Pingping Zhang, Chenyang Yu, Huchuan Lu, and Xiaoyun Yang · 2021
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