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Most existing person re-identification (re-id) methods focus on learning the optimal distance metrics across camera views.
An optimal set of discriminant vectors
D. Foley and J. Sammon · 1975
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A new lda-based face recognition system which can solve the small sample size problem
L.-F. Chen, H.-Y. M. Liao, M.-T. Ko, J.-C. Lin, and G.-J. Yu · 2000
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Metric learning by collapsing classes
A. Globerson and S. T. Roweis · 2005
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Distance metric learning for large margin nearest neighbor classification
K. Q. Weinberger, J. Blitzer, and L. K. Saul · 2005
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Foley-sammon optimal discriminant vectors using kernel approach
W. Zheng, L. Zhao, and C. Zou · 2005
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Semi-supervised learning literature survey
X. Zhu · 2005
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Null foley–sammon transform
Y.-F. Guo, L. Wu, H. Lu, Z. Feng, and X. Xue · 2006
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Local fisher discriminant analysis for supervised dimensionality reduction
M. Sugiyama · 2006
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Distance metric learning: A comprehensive survey
L. Yang and R. Jin · 2006
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Information-theoretic metric learning
J. V. Davis, B. Kulis, P. Jain, S. Sra, and I. S. Dhillon · 2007
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Evaluating appearance models for recognition, reacquisition, and tracking
D. Gray, S. Brennan, and H. Tao · 2007
Earlier work this paper cites.
Viewpoint invariant pedestrian recognition with an ensemble of localized features
D. Gray and H. Tao · 2008
Earlier work this paper cites.
Person re-identification by symmetry-driven accumulation of local features
M. Farenzena, L. Bazzani, A. Perina, M. Cristani, and V. Murino · 2010
Earlier work this paper cites.
Object detection with discriminatively trained part-based models
P. F. Felzenszwalb, R. B. Girshick, D. McAllester, and D. Ramanan · 2010
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Person re-identification by support vector ranking
B. Prosser, W.-S. Zheng, S. Gong, and T. Xiang · 2010
Earlier work this paper cites.
Person re-identification by descriptive and discriminative classification
M. Hirzer, C. Beleznai, P. M. Roth, and H. Bischof · 2011
Cited alongside, same era.
Relaxed pairwise learned metric for person re-identification
M. Hirzer, P. M. Roth, M. Köstinger, and H. Bischof · 2012
Cited alongside, same era.
Large scale metric learning from equivalence constraints
M. Koestinger, M. Hirzer, P. Wohlhart, P. M. Roth, and H. Bischof · 2012
Cited alongside, same era.
Local descriptors encoded by fisher vectors for person re-identification
B. Ma, Y. Su, and F. Jurie · 2012
Cited alongside, same era.
Pcca: A new approach for distance learning from sparse pairwise constraints
A. Mignon and F. Jurie · 2012
Cited alongside, same era.
Kernel null space methods for novelty detection
P. Bodesheim, A. Freytag, E. Rodner, M. Kemmler, and J. Denzler · 2013
Person Re-Identification
S. Gong, M. Cristani, S. Yan, and C. C. Loy · 2014
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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 by iterative re-weighted sparse ranking
G. Lisanti, I. Masi, A. Bagdanov, and A. Del Bimbo · 2014
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Matching people across camera views using kernel canonical correlation analysis
G. Lisanti, I. Masi, and A. Del Bimbo · 2014
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Semi-supervised coupled dictionary learning for person re-identification
X. Liu, M. Song, D. Tao, X. Zhou, C. Chen, and J. Bu · 2014
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Person re-identification over camera networks using multi-task distance metric learning
L. Ma, X. Yang, and D. Tao · 2014
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Cited alongside, same era.
Color invariants for person reidentification
I. Kviatkovsky, A. Adam, and E. Rivlin · 2013
Cited alongside, same era.
Locally aligned feature transforms across views
W. Li and X. Wang · 2013
Cited alongside, same era.
Learning locally-adaptive decision functions for person verification
Z. Li, S. Chang, F. Liang, T. S. Huang, L. Cao, and J. R. Smith · 2013
Cited alongside, same era.
Local fisher discriminant analysis for pedestrian re-identification
S. Pedagadi, J. Orwell, S. Velastin, and B. Boghossian · 2013
Cited alongside, same era.
Person re-identification by regularized smoothing kiss metric learning
D. Tao, L. Jin, Y. Wang, Y. Yuan, and X. Li · 2013
Cited alongside, same era.
People reidentification in surveillance and forensics: A survey
R. Vezzani, D. Baltieri, and R. Cucchiara · 2013
Cited alongside, same era.
Later among the works it cites.
Person re-identification using kernel-based metric learning methods
F. Xiong, M. Gou, O. Camps, and M. Sznaier · 2014
Later among the works it cites.
Salient color names for person re-identification
Y. Yang, J. Yang, J. Yan, S. Liao, D. Yi, and S. Z. Li · 2014
Later among the works it cites.
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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Similarity learning on an explicit polynomial kernel feature map for person re-identification
D. Chen, Z. Yuan, G. Hua, N. Zheng, and J. Wang · 2015
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Dictionary learning with iterative laplacian regularisation for unsupervised person re-identification
E. Kodirov, T. Xiang, and S. Gong · 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
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Learning to rank in person re-identification with metric ensembles
S. Paisitkriangkrai, C. Shen, and A. ven den Hengel · 2015
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Scalable person re-identification: A benchmark
L. Zheng, L. Shen, L. Tian, S. Wang, J. Wang, and Q. Tian · 2015
Later among the works it cites.