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Nowadays, real data in person re-identification (ReID) task is facing privacy issues, e.g., the banned dataset DukeMTMC-ReID.
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The cmu motion of body (mobo) database
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Scaling learning algorithms towards AI
Yoshua Bengio and Yann LeCun · 2007
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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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Multi-camera activity correlation analysis
Chen Change Loy, Tao Xiang, and Shaogang Gong · 2009
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Monte carlo methods
John Hammersley · 2013
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Deepreid: Deep filter pairing neural network for person re-identification
Wei Li, Rui Zhao, Tong Xiao, and Xiaogang Wang · 2014
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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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Scalable person re-identification: A benchmark
Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, and Qi Tian · 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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Unrealcv: Connecting computer vision to unreal engine
Weichao Qiu and Alan Yuille · 2016
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Gated siamese convolutional neural network architecture for human re-identification
Rahul Rama Varior, Mrinal Haloi, and Gang Wang · 2016
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In defense of the triplet loss for person re-identification
Alexander Hermans, Lucas Beyer, and Bastian Leibe · 2017
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Unpaired image-to-image translation using cycle-consistent adversarial networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros · 2017
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Domain adaptation through synthesis for unsupervised person re-identification
Slawomir Bak, Peter Carr, and Jean-Francois Lalonde · 2018
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Looking beyond appearances: Synthetic training data for deep cnns in re-identification
Igor Barros Barbosa, Marco Cristani, Barbara Caputo, Aleksander Rognhaugen, and Theoharis Theoharis · 2018
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Image-image domain adaptation with preserved self-similarity and domain-dissimilarity for person re-identification
Weijian Deng, Liang Zheng, Qixiang Ye, Guoliang Kang, Yi Yang, and Jianbin Jiao · 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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Learning discriminative features with multiple granularities for person re-identification
Guanshuo Wang, Yufeng Yuan, Xiong Chen, Jiwei Li, and Xi Zhou · 2018
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Person transfer gan to bridge domain gap for person re-identification
Longhui Wei, Shiliang Zhang, Wen Gao, and Qi Tian · 2018
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Style normalization and restitution for generalizable person re-identification
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen, and Li Zhang · 2020
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Joint visual and temporal consistency for unsupervised domain adaptive person re-identification
Jianing Li and Shiliang Zhang · 2020
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Robust re-identification by multiple views knowledge distillation
Angelo Porrello, Luca Bergamini, and Simone Calderara · 2020
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Circle loss: A unified perspective of pair similarity optimization
Yifan Sun, Changmao Cheng, Yuhan Zhang, Chi Zhang, Liang Zheng, Zhongdao Wang, and Yichen Wei · 2020
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Surpassing real-world source training data: Random 3d characters for generalizable person re-identification
Yanan Wang, Shengcai Liao, and Ling Shao · 2020
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https://www.blender.org/ , 2021
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Camera style adaptation for person re-identification
Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, and Yi Yang · 2018
Cited alongside, same era.
Mutual mean-teaching: Pseudo label refinery for unsupervised domain adaptation on person re-identification
Yixiao Ge, Dapeng Chen, and Hongsheng Li · 2019
Cited alongside, same era.
Augmix: A simple data processing method to improve robustness and uncertainty
Dan Hendrycks, Norman Mu, Ekin Dogus Cubuk, Barret Zoph, Justin Gilmer, and Balaji Lakshminarayanan · 2019
Cited alongside, same era.
Bag of tricks and a strong baseline for deep person re-identification
Hao Luo, Youzhi Gu, Xingyu Liao, Shenqi Lai, and Wei Jiang · 2019
Cited alongside, same era.
Low illumination person re-identification
Fei Ma, Xiaoke Zhu, Xinyu Zhang, Liang Yang, Mei Zuo, and Xiao-Yuan Jing · 2019
Cited alongside, same era.
Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, et al · 2019
Cited alongside, same era.
Dissecting person re-identification from the viewpoint of viewpoint
Xiaoxiao Sun and Liang Zheng · 2019
Cited alongside, same era.
https://www.blender.org/ · 2021
Closest in time.
http://www.makehumancommunity.org/ , 2021
Makehuman community · 2021
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Unsupervised multi-source domain adaptation for person re-identification
Zechen Bai, Zhigang Wang, Jian Wang, Di Hu, and Errui Ding · 2021
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Decentralised learning from independent multi-domain labels for person re-identification
Guile Wu and Shaogang Gong · 2021
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Intra-inter camera similarity for unsupervised person re-identification
Shiyu Xuan and Shiliang Zhang · 2021
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Joint noise-tolerant learning and meta camera shift adaptation for unsupervised person re-identification
Fengxiang Yang, Zhun Zhong, Zhiming Luo, Yuanzheng Cai, Yaojin Lin, Shaozi Li, and Nicu Sebe · 2021
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Deep learning for person re-identification: A survey and outlook
Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, and Steven CH Hoi · 2021
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Unrealperson: An adaptive pipeline towards costless person re-identification
Tianyu Zhang, Lingxi Xie, Longhui Wei, Zijie Zhuang, Yongfei Zhang, Bo Li, and Qi Tian · 2021
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Group-aware label transfer for domain adaptive person re-identification
Kecheng Zheng, Wu Liu, Lingxiao He, Tao Mei, Jiebo Luo, and Zheng-Jun Zha · 2021
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