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Various hand-crafted features and metric learning methods prevail in the field of person re-identification.
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2009
Cited alongside, same era.
M. Farenzena, L. Bazzani, A. Perina, V. Murino, and M. Cristani, “Person re-identification by symmetry-driven accumulation of local features,” in Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on , 2010, pp. 2360–2367
2010
Cited alongside, same era.
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2010
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M. Hirzer, C. Beleznai, P. Roth, and H. Bischof, “Person re-identification by descriptive and discriminative classification,” in Image Analysis , ser. Lecture Notes in Computer Science, A. Heyden and F. Kahl, Eds. Springer Berlin Heidelberg, 2011, vol. 6688, pp. 91–102
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2013
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2013
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2013
Later among the works it cites.
A. J. Ma, P. C. Yuen, and J. Li, “Domain transfer support vector ranking for person re-identification without target camera label information,” in Proceedings of IEEE International Conference on Computer Vision , 2013, pp. 3567–3574
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W.-S. Zheng, S. Gong, and T. Xiang, “Person re-identification by probabilistic relative distance comparison,” in Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on , 2011, pp. 649–656
2011
Cited alongside, same era.
H. Nguyen and L. Bai, “Cosine similarity metric learning for face verification,” in Computer Vision ¨C ACCV 2010 , ser. Lecture Notes in Computer Science, R. Kimmel, R. Klette, and A. Sugimoto, Eds. Springer Berlin Heidelberg, 2011, vol. 6493, pp. 709–720
2011
Cited alongside, same era.
D. C. Cireşan, U. Meier, J. Masci, L. M. Gambardella, and J. Schmidhuber, “Flexible, high performance convolutional neural networks for image classification,” in Proceedings of the Twenty-Second international joint conference on Artificial Intelligence-Volume Volume Two . AAAI Press, 2011, pp. 1237–1242
2011
Cited alongside, same era.
M. Kostinger, M. Hirzer, P. Wohlhart, P. Roth, and H. Bischof, “Large scale metric learning from equivalence constraints,” in Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on , 2012, pp. 2288–2295
2012
Cited alongside, same era.
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2012
Cited alongside, same era.
M. Hirzer, P. Roth, M. Köstinger, and H. Bischof, “Relaxed pairwise learned metric for person re-identification,” in Computer Vision ¨C ECCV 2012 , ser. Lecture Notes in Computer Science, A. Fitzgibbon, S. Lazebnik, P. Perona, Y. Sato, and C. Schmid, Eds. Springer Berlin Heidelberg, 2012, vol. 7577, pp. 780–793
2012
Cited alongside, same era.
R. Zhao, W. Ouyang, and X. Wang, “Unsupervised salience learning for person re-identification,” in Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on , 2013, pp. 3586–3593
2013
Later among the works it cites.
I. Kviatkovsky, A. Adam, and E. Rivlin, “Color invariants for person reidentification,” Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol. 35, no. 7, pp. 1622–1634, 2013
2013
Later among the works it cites.
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2013
Later among the works it cites.
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2013
Later among the works it cites.
D. Yi, Z. Lei, S. Liao, and S. Z. Li, “Deep metric learning for person re-identification,” in Proceedings of International Conference on Pattern Recognition , 2014, pp. 2666–2672
2014
Closest in time.
R. Layne, T. M. Hospedales, and S. Gong, “Attributes-based re-identification,” in Person Re-Identification . Springer, 2014, pp. 93–117
2014
Closest in time.