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General Instance Re-identification is a very important task in the computer vision, which can be widely used in many practical applications, such as person/vehicle re-identification, face recognition, wildlife protection, commodity tracing, and snapshop, etc..
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Re-ranking person re-identification with k-reciprocal encoding
Zhun Zhong, Liang Zheng, Donglin Cao, and Shaozi Li · 2017
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Scalable person re-identification on supervised smoothed manifold
Song Bai, Xiang Bai, and Qi Tian · 2017
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Zhedong Zheng, Liang Zheng, and Yi Yang · 2017
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Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, and Xiaogang Wang · 2017
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Orientation invariant feature embedding and spatial temporal regularization for vehicle re-identification
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Non-local neural networks
Xiaolong Wang, Ross Girshick, Abhinav Gupta, and Kaiming He · 2018
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Xingang Pan, Ping Luo, Jianping Shi, and Xiaoou Tang · 2018
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Human semantic parsing for person re-identification
Mahdi M. Kalayeh, Emrah Basaran, Muhittin Gökmen, Mustafa E. Kamasak, and Mubarak Shah · 2018
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Yifan Sun, Liang Zheng, Yi Yang, Qi Tian, and Shengjin Wang · 2018
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Transferable joint attribute-identity deep learning for unsupervised person re-identification
Jingya Wang, Xiatian Zhu, Shaogang Gong, and Wei Li · 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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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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Generalizing a person retrieval model hetero-and homogeneously
Zhun Zhong, Liang Zheng, Shaozi Li, and Yi Yang · 2018
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Adaptation and re-identification network: An unsupervised deep transfer learning approach to person re-identification
Yu-Jhe Li, Fu-En Yang, Yen-Cheng Liu, Yu-Ying Yeh, Xiaofei Du, and Yu-Chiang Frank Wang · 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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Scpnet: Spatial-channel parallelism network for joint holistic and partial person re-identification
Xing Fan, Hao Luo, Xuan Zhang, Lingxiao He, Chi Zhang, and Wei Jiang · 2018
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Deep spatial feature reconstruction for partial person re-identification: Alignment-free approach
Lingxiao He, Jian Liang, Haiqing Li, and Zhenan Sun · 2018
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PROVID: progressive and multimodal vehicle reidentification for large-scale urban surveillance
Xinchen Liu, Wu Liu, Tao Mei, and Huadong Ma · 2018
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Aware attentive multi-view inference for vehicle re-identification
Yi Zhou and Ling Shao · 2018
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Omni-scale feature learning for person re-identification
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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Cross-dataset person re-identification via unsupervised pose disentanglement and adaptation
Yu-Jhe Li, Ci-Siang Lin, Yan-Bo Lin, and Yu-Chiang Frank Wang · 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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Self-similarity grouping: A simple unsupervised cross domain adaptation approach for person re-identification
Fu Yang, Wei Yunchao, Wang Guanshuo, Zhou Yuqian, Shi Honghui, and Huang Thomas · 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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Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, and Tao Xiang · 2019
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Arcface: Additive angular margin loss for deep face recognition
Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou · 2019
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Aanet: Attribute attention network for person re-identifications
Chiat-Pin Tay, Sharmili Roy, and Kim-Hui Yap · 2019
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Interaction-and-aggregation network for person re-identification
Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, and Xilin Chen · 2019
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Towards rich feature discovery with class activation maps augmentation for person re-identification
Wenjie Yang, Houjing Huang, Zhang Zhang, Xiaotang Chen, Kaiqi Huang, and Shu Zhang · 2019
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Pyramidal person re-identification via multi-loss dynamic training
Feng Zheng, Cheng Deng, Xing Sun, Xinyang Jiang, Xiaowei Guo, Zongqiao Yu, Feiyue Huang, and Rongrong Ji · 2019
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Densely semantically aligned person re-identification
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, and Zhibo Chen · 2019
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Perceive where to focus: Learning visibility-aware part-level features for partial person re-identification
Yifan Sun, Qin Xu, Yali Li, Chi Zhang, Yikang Li, Shengjin Wang, and Jian Sun · 2019
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Foreground-aware pyramid reconstruction for alignment-free occluded person re-identification
Lingxiao He, Yinggang Wang, Wu Liu, He Zhao, Zhenan Sun, and Jiashi Feng · 2019
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Veri-wild: A large dataset and a new method for vehicle re-identification in the wild
Yihang Lou, Yan Bai, Jun Liu, Shiqi Wang, and Lingyu Duan · 2019
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Part-regularized near-duplicate vehicle re-identification
Bing He, Jia Li, Yifan Zhao, and Yonghong Tian · 2019
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Pamtri: Pose-aware multi-task learning for vehicle re-identification using highly randomized synthetic data
Zheng Tang, Milind Naphade, Stan Birchfield, Jonathan Tremblay, William Hodge, Ratnesh Kumar, Shuo Wang, and Xiaodong Yang · 2019
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A dual-path model with adaptive attention for vehicle re-identification
Pirazh Khorramshahi, Amit Kumar, Neehar Peri, Sai Saketh Rambhatla, Jun-Cheng Chen, and Rama Chellappa · 2019
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Multi-label-based similarity learning for vehicle re-identification
Saghir Alfasly, Yongjian Hu, Haoliang Li, Tiancai Liang, Xiaofeng Jin, Beibei Liu, and Qingli Zhao · 2019
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Resnest: Split-attention networks
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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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Deep learning for person re-identification: A survey and outlook
Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, and Steven CH Hoi · 2020
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Unsupervised person re-identification via multi-label classification
Dongkai Wang and Shiliang Zhang · 2020
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Ad-cluster: Augmented discriminative clustering for domain adaptive person re-identification
Yunpeng Zhai, Shijian Lu, Qixiang Ye, Xuebo Shan, Jie Chen, Rongrong Ji, and Yonghong Tian · 2020
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Mutual mean-teaching: Pseudo label refinery for unsupervised domain adaptation on person re-identification
Yixiao Ge, Dapeng Chen, and Hongsheng Li · 2020
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Domain adaptive attention model for unsupervised cross-domain person re-identification
Yi Jin Yidong Li Junliang Xing Shiming Ge Yangru Huang, Peixi Peng · 2020
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High-order information matters: Learning relation and topology for occluded person re-identification
Guan’an Wang, Shuo Yang, Huanyu Liu, Zhicheng Wang, Yang Yang, Shuliang Wang, Gang Yu, Jian Sun, et al · 2020
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