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We address the person re-identification problem by effectively exploiting a globally discriminative feature representation from a sequence of tracked human regions/patches.
Long short-term memory
Hochreiter, S., Schmidhuber, J.: · 1997
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Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
Ojala, T., Pietikäinen, M., Mäenpää, T.: · 2002
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Distinctive image features from scale-invariant keypoints
Lowe, D.G.: · 2004
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Distance metric learning for large margin nearest neighbor classification
Weinberger, K.Q., Blitzer, J., Saul, L.K.: · 2005
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Person reidentification using spatiotemporal appearance
Gheissari, N., Sebastian, T.B., Hartley, R.I.: · 2006
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A 3-dimensional sift descriptor and its application to action recognition
Scovanner, P., Ali, S., Shah, M.: · 2007
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Viewpoint invariant pedestrian recognition with an ensemble of localized features
Gray, D., Tao, H.: · 2008
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A spatio-temporal descriptor based on 3d-gradients
Kläser, A., Marszalek, M., Schmid, C.: · 2008
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Person re-identification in multi-camera system by signature based on interest point descriptors collected on short video sequences
Hamdoun, O., Moutarde, F., Stanciulescu, B., Steux, B.: · 2008
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Video sequences association for people re-identification across multiple non-overlapping cameras
Cong, D.N.T., Achard, C., Khoudour, L., Douadi, L.: · 2009
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Person re-identification by symmetry-driven accumulation of local features
Farenzena, M., Bazzani, L., Perina, A., Murino, V., Cristani, M.: · 2010
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Efficient algorithms for ranking with svms
Chapelle, O., Keerthi, S.S.: · 2010
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Person re-identification by support vector ranking
Prosser, B., Zheng, W., Gong, S., Xiang, T.: · 2010
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Person re-identification by descriptive and discriminative classification
Hirzer, M., Beleznai, C., Roth, P.M., Bischof, H.: · 2011
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Bicov: a novel image representation for person re-identification and face verification
Ma, B., Su, Y., Jurie, F.: · 2012
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Positive semidefinite metric learning using boosting-like algorithms
Shen, C., Kim, J., Wang, L., van den Hengel, A.: · 2012
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Relaxed pairwise learned metric for person re-identification
Hirzer, M., Roth, P.M., Köstinger, M., Bischof, H.: · 2012
Cited alongside, same era.
Re-identification of pedestrians in crowds using dynamic time warping
Simonnet, D., Lewandowski, M., Velastin, S.A., Orwell, J., Turkbeyler, E.: · 2012
Cited alongside, same era.
Large scale metric learning from equivalence constraints
Köstinger, M., Hirzer, M., Wohlhart, P., Roth, P.M., Bischof, H.: · 2012
Person re-identification by video ranking
Wang, T., Gong, S., Zhu, X., Wang, S.: · 2014
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Caffe: Convolutional architecture for fast feature embedding
Jia, Y., Shelhamer, E., Donahue, J., Karayev, S., Long, J., Girshick, R., Guadarrama, S., Darrell, T.: · 2014
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An improved deep learning architecture for person re-identification
Ahmed, E., Jones, M.J., Marks, T.K.: · 2015
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Scalable person re-identification: A benchmark
Zheng, L., Shen, L., Tian, L., Wang, S., Wang, J., Tian, Q.: · 2015
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Person re-identification meets image search
Zheng, L., Shen, L., Tian, L., Wang, S., Bu, J., Tian, Q.: · 2015
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Cited alongside, same era.
Human re-identification by matching compositional template with cluster sampling
Xu, Y., Lin, L., Zheng, W., Liu, X.: · 2013
Cited alongside, same era.
Reidentification by relative distance comparison
Zheng, W., Gong, S., Xiang, T.: · 2013
Cited alongside, same era.
Unsupervised salience learning for person re-identification
Zhao, R., Ouyang, W., Wang, X.: · 2013
Cited alongside, same era.
A survey of approaches and trends in person re-identification
Bedagkar-Gala, A., Shah, S.K.: · 2014
Cited alongside, same era.
Deepreid: Deep filter pairing neural network for person re-identification
Li, W., Zhao, R., Xiao, T., Wang, X.: · 2014
Cited alongside, same era.
Mahalanobis distance learning for person re-identification
Roth, P.M., Hirzer, M., Köstinger, M., Beleznai, C., Bischof, H.: · 2014
Cited alongside, same era.
Person re-identification with discriminatively trained viewpoint invariant dictionaries
Karanam, S., Li, Y., Radke, R.J.: · 2015
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A spatio-temporal appearance representation for viceo-based pedestrian re-identification
Liu, K., Ma, B., Zhang, W., Huang, R.: · 2015
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Super-resolution person re-identification with semi-coupled low-rank discriminant dictionary learning
Jing, X., Zhu, X., Wu, F., You, X., Liu, Q., Yue, D., Hu, R., Xu, B.: · 2015
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Long-term recurrent convolutional networks for visual recognition and description
Donahue, J., Hendricks, L.A., Guadarrama, S., Rohrbach, M., Venugopalan, S., Saenko, K., Darrell, T.: · 2015
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Recurrent convolutional network for video-based person re-identification
McLaughlin, N., Martinez del Rincon, J., Miller, P.: · 2016
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Recurrent attention models for depth-based person identification
Haque, A., Alahi, A., Fei-Fei, L.: · 2016
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Person re-identification by discriminative selection in video ranking
Wang, T., Gong, S., Zhu, X., Wang, S.: · 2016
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