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Existing fully-supervised person re-identification (ReID) methods usually suffer from poor generalization capability caused by domain gaps.
Histograms of oriented gradients for human detection
Navneet Dalal and Bill Triggs · 2005
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Viewpoint invariant pedestrian recognition with an ensemble of localized features
Douglas Gray and Hai Tao · 2008
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Visualizing data using t-sne
Laurens van der Maaten and Geoffrey Hinton · 2008
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Associating groups of people
Zheng Wei-Shi, Gong Shaogang, and Xiang Tao · 2009
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Time-delayed correlation analysis for multi-camera activity understanding
Chen Change Loy, Tao Xiang, and Shaogang Gong · 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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Person re-identification by probabilistic relative distance comparison
Wei-Shi Zheng, Shaogang Gong, and Tao Xiang · 2011
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Undoing the damage of dataset bias
Aditya Khosla, Tinghui Zhou, Tomasz Malisiewicz, Alexei A Efros, and Antonio Torralba · 2012
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Locally aligned feature transforms across views
Wei Li and Xiaogang Wang · 2013
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Domain generalization via invariant feature representation
Krikamol Muandet, David Balduzzi, and Bernhard Schölkopf · 2013
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Deepreid: Deep filter pairing neural network for person re-identification
Wei Li, Rui Zhao, Lu Tian, et al · 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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Person re-identification by local maximal occurrence representation and metric learning
Shengcai Liao, Yang Hu, Xiangyu Zhu, and Stan Z Li · 2015
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Efficient psd constrained asymmetric metric learning for person re-identification
Shengcai Liao and Stan Z Li · 2015
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Scalable person re-identification: A benchmark
Liang Zheng, Liyue Shen, et al · 2015
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Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, et al · 2016
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Revisiting batch normalization for practical domain adaptation
Yanghao Li, Naiyan Wang, Jianping Shi, Jiaying Liu, and Xiaodi Hou · 2016
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Cross-domain visual matching via generalized similarity measure and feature learning
Liang Lin, Guangrun Wang, Wangmeng Zuo, Xiangchu Feng, and Lei Zhang · 2016
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Rethinking the inception architecture for computer vision
Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jon Shlens, and Zbigniew Wojna · 2016
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Instance normalization: The missing ingredient for fast stylization
Dmitry Ulyanov, Andrea Vedaldi, and Victor Lempitsky · 2016
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End-to-end deep learning for person search
Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, and Xiaogang Wang · 2016
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Learning a discriminative null space for person re-identification
Li Zhang, Tao Xiang, and Shaogang Gong · 2016
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A learned representation for artistic style
Vincent Dumoulin, Jonathon Shlens, and Manjunath Kudlur · 2017
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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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Arbitrary style transfer in real-time with adaptive instance normalization
Xun Huang and Serge Belongie · 2017
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Learning deep context-aware features over body and latent parts for person re-identification
Dangwei Li, Xiaotang Chen, Zhang Zhang, et al · 2017
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Pose-driven deep convolutional model for person re-identification
Chi Su, Jianing Li, Shiliang Zhang, et al · 2017
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Improved texture networks: Maximizing quality and diversity in feed-forward stylization and texture synthesis
Dmitry Ulyanov, Andrea Vedaldi, and Victor Lempitsky · 2017
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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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Hierarchical discriminative learning for visible thermal person re-identification
Mang Ye, Xiangyuan Lan, Jiawei Li, and Pong C Yuen · 2018
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Visible thermal person re-identification via dual-constrained top-ranking
Mang Ye, Zheng Wang, Xiangyuan Lan, and Pong C Yuen · 2018
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Generalizing a person retrieval model hetero-and homogeneously
Zhun Zhong, Liang Zheng, Shaozi Li, and Yi Yang · 2018
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Camstyle: A novel data augmentation method for person re-identification
Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, and Yi Yang · 2018
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Rgb-infrared cross-modality person re-identification
Ancong Wu, Wei-Shi Zheng, Hong-Xing Yu, Shaogang Gong, and Jianhuang Lai · 2017
Cited alongside, same era.
Cross-view asymmetric metric learning for unsupervised person re-identification
Hong-Xing Yu, Ancong Wu, and Wei-Shi Zheng · 2017
Cited alongside, same era.
Spindle net: Person re-identification with human body region guided feature decomposition and fusion
Haiyu Zhao, Maoqing Tian, Shuyang Sun, et al · 2017
Cited alongside, same era.
Unlabeled samples generated by gan improve the person re-identification baseline in vitro
Zhedong Zheng, Liang Zheng, and Yi Yang · 2017
Cited alongside, same era.
Re-id done right: towards good practices for person re-identification
Jon Almazan, Bojana Gajic, Naila Murray, and Diane Larlus · 2018
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Cross-modality person re-identification with generative adversarial training
Pingyang Dai, Rongrong Ji, Haibin Wang, Qiong Wu, and Yuyu Huang · 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
Cited alongside, same era.
Yang Fu, Yunchao Wei, Guanshuo Wang, Xi Zhou, Honghui Shi, and Thomas S. Huang · 2019
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Horizontal pyramid matching for person re-identification
Yang Fu, Yunchao Wei, Yuqian Zhou, et al · 2019
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Hsme: Hypersphere manifold embedding for visible thermal person re-identification
Yi Hao, Nannan Wang, Jie Li, and Xinbo Gao · 2019
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Frustratingly easy person re-identification: Generalizing person re-id in practice
Jieru Jia, Qiuqi Ruan, and Timothy M Hospedales · 2019
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Fairest of them all: Establishing a strong baseline for cross-domain person reid
Devinder Kumar, Parthipan Siva, Paul Marchwica, and Alexander Wong · 2019
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Adaptive transfer network for cross-domain person re-identification
Jiawei Liu, Zheng-Jun Zha, Di Chen, Richang Hong, and Meng Wang · 2019
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Bag of tricks and a strong baseline for deep person re-identification
Hao Luo, Youzhi Gu, Xingyu Liao, Shenqi Lai, and Wei Jiang · 2019
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Differentiable learning-to-normalize via switchable normalization
Ping Luo, Jiamin Ren, Zhanglin Peng, Ruimao Zhang, and Jingyu Li · 2019
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A novel unsupervised camera-aware domain adaptation framework for person re-identification
Lei Qi, Lei Wang, Jing Huo, Luping Zhou, Yinghuan Shi, and Yang Gao · 2019
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Generalizable person re-identification by domain-invariant mapping network
Jifei Song, Yongxin Yang, Yi-Zhe Song, Tao Xiang, and Timothy M Hospedales · 2019
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Unsupervised person re-identification with iterative self-supervised domain adaptation
Haotian Tang, Yiru Zhao, and Hongtao Lu · 2019
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Learning to reduce dual-level discrepancy for infrared-visible person re-identification
Zhixiang Wang, Zheng Wang, Yinqiang Zheng, Yung-Yu Chuang, and Shin’ichi Satoh · 2019
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Patch-based discriminative feature learning for unsupervised person re-identification
Qize Yang, Hong-Xing Yu, Ancong Wu, and Wei-Shi Zheng · 2019
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Unsupervised person re-identification by soft multilabel learning
Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, and Jian-Huang Lai · 2019
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Self-training with progressive augmentation for unsupervised cross-domain person re-identification
Xinyu Zhang, Jiewei Cao, Chunhua Shen, and Mingyu You · 2019
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Densely semantically aligned person re-identification
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, et al · 2019
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Invariance matters: Exemplar memory for domain adaptive person re-identification
Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, and Yi Yang · 2019
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Omni-scale feature learning for person re-identification
Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, et al · 2019
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Uncertainty-aware multi-shot knowledge distillation for image-based object re-identification
Xin Jin, Cuiling Lan, Wenjun Zeng, and Zhibo Chen · 2020
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Semantics-aligned representation learning for person re-identification
Xin Jin, Cuiling Lan, Wenjun Zeng, Guoqiang Wei, and Zhibo Chen · 2020
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