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Person re-identification (ReID) is an important task in wide area video surveillance which focuses on identifying people across different cameras.
Support-vector networks
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Person re-identification by efficient impostor-based metric learning
M. Hirzer, P. M. Roth, and H. Bischof · 2012
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A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
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W. Li, R. Zhao, and X. Wang · 2012
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W. Li and X. Wang · 2013
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Learning locally-adaptive decision functions for person verification
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Local fisher discriminant analysis for pedestrian re-identification
S. Pedagadi, J. Orwell, S. Velastin, and B. Boghossian · 2013
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R. Zhao, W. Ouyang, and X. Wang · 2013
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Deepreid: Deep filter pairing neural network for person re-identification
W. Li, R. Zhao, T. Xiao, and X. Wang · 2014
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Person re-identification using kernel-based metric learning methods
F. Xiong, M. Gou, O. Camps, and M. Sznaier · 2014
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Deep metric learning for person re-identification
D. Yi, Z. Lei, S. Liao, and S. Z. Li · 2014
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Learning mid-level filters for person re-identification
R. Zhao, W. Ouyang, and X. Wang · 2014
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An improved deep learning architecture for person re-identification
E. Ahmed, M. Jones, and T. K. Marks · 2015
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Deep feature learning with relative distance comparison for person re-identification
S. Ding, L. Lin, G. Wang, and H. Chao · 2015
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Person re-identification by local maximal occurrence representation and metric learning
S. Liao, Y. Hu, X. Zhu, and S. Z. Li · 2015
Hierarchical gaussian descriptor for person re-identification
T. Matsukawa, T. Okabe, E. Suzuki, and Y. Sato · 2016
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Deep attributes driven multi-camera person re-identification
C. Su, S. Zhang, J. Xing, W. Gao, and Q. Tian · 2016
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Gated siamese convolutional neural network architecture for human re-identification
R. R. Varior, M. Haloi, and G. Wang · 2016
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A siamese long short-term memory architecture for human re-identification
R. R. Varior, B. Shuai, J. Lu, D. Xu, and G. Wang · 2016
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Joint learning of single-image and cross-image representations for person re-identification
F. Wang, W. Zuo, L. Lin, D. Zhang, and L. Zhang · 2016
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A discriminative feature learning approach for deep face recognition
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Efficient psd constrained asymmetric metric learning for person re-identification
S. Liao and S. Z. Li · 2015
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Learning to rank in person re-identification with metric ensembles
S. Paisitkriangkrai, C. Shen, and A. van den Hengel · 2015
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Facenet: A unified embedding for face recognition and clustering
F. Schroff, D. Kalenichenko, and J. Philbin · 2015
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Person re-identification with correspondence structure learning
Y. Shen, W. Lin, J. Yan, M. Xu, J. Wu, and J. Wang · 2015
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Multi-task learning with low rank attribute embedding for person re-identification
C. Su, F. Yang, S. Zhang, Q. Tian, L. S. Davis, and W. Gao · 2015
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Deep ranking for person re-identification via joint representation learning
S.-Z. Chen, C.-C. Guo, and J.-H. Lai · 2016
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Y. Wen, K. Zhang, Z. Li, and Y. Qiao · 2016
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Personnet: person re-identification with deep convolutional neural networks
L. Wu, C. Shen, and A. v. d. Hengel · 2016
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Deep linear discriminant analysis on fisher networks: A hybrid architecture for person re-identification
L. Wu, C. Shen, and A. van den Hengel · 2016
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Learning deep feature representations with domain guided dropout for person re-identification
T. Xiao, H. Li, W. Ouyang, and X. Wang · 2016
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Metric embedded discriminative vocabulary learning for high-level person representation
Y. Yang, Z. Lei, S. Zhang, H. Shi, and S. Z. Li · 2016
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Learning a discriminative null space for person re-identification
L. Zhang, T. Xiang, and S. Gong · 2016
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Person re-identification: Past, present and future
L. Zheng, Y. Yang, and A. G. Hauptmann · 2016
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A multi-task deep network for person re-identification
W. Chen, X. Chen, J. Zhang, and K. Huang · 2017
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Learning deep context-aware features over body and latent parts for person re-identification
D. Li, X. Chen, Z. Zhang, and K. Huang · 2017
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Unsupervised learning of multi-level descriptors for person re-identification
Y. Yang, S. Z. Li, L. Wen, and S. Lyu · 2017
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