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As re-ranking is a necessary procedure to boost person re-identification (re-ID) performance on large-scale datasets, the diversity of feature becomes crucial to person reID for its importance both on designing pedestrian descriptions and re-ranking based on feature fusion.
A contextual dissimilarity measure for accurate and efficient image search
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Douglas Gray and Hai Tao · 2008
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Dong Seon Cheng, Marco Cristani, Michele Stoppa, Loris Bazzani, and Vittorio Murino · 2011
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Martin Hirzer, Peter Roth, Martin Köstinger, and Horst Bischof · 2012
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Learning locally-adaptive decision functions for person verification
Zhen Li, Shiyu Chang, Feng Liang, Thomas S Huang, Liangliang Cao, and John R Smith · 2013
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Reidentification by relative distance comparison
Wei-Shi Zheng, Shaogang Gong, and Tao Xiang · 2013
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Apurva Bedagkar-Gala and Shishir K Shah · 2014
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Deepreid: Deep filter pairing neural network for person re-identification
Wei Li, Rui Zhao, Tong Xiao, and Xiaogang Wang · 2014
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Dapeng Chen, Zejian Yuan, Gang Hua, Nanning Zheng, and Jingdong Wang · 2015
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Jorge Garcia, Niki Martinel, Christian Micheloni, and Alfredo Gardel · 2015
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Person re-identification with content and context re-ranking
Person re-identification by multi-channel parts-based cnn with improved triplet loss function
De Cheng, Yihong Gong, Sanping Zhou, Jinjun Wang, and Nanning Zheng · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Temporal model adaptation for person re-identification
Niki Martinel, Abir Das, Christian Micheloni, and Amit K Roy-Chowdhury · 2016
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Hierarchical gaussian descriptor for person re-identification
Tetsu Matsukawa, Takahiro Okabe, Einoshin Suzuki, and Yoichi Sato · 2016
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Chi Su, Shiliang Zhang, Junliang Xing, Wen Gao, and Qi Tian · 2016
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Deep neural networks with inexact matching for person re-identification
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Qingming Leng, Ruimin Hu, Chao Liang, Yimin Wang, and Jun Chen · 2015
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Efficient psd constrained asymmetric metric learning for person re-identification
Shengcai Liao and Stan Z Li · 2015
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Shengcai Liao, Yang Hu, Xiangyu Zhu, and Stan Z Li · 2015
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Query specific rank fusion for image retrieval
Shaoting Zhang, Ming Yang, Timothee Cour, Kai Yu, and Dimitris N Metaxas · 2015
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Similarity learning with spatial constraints for person re-identification
Dapeng Chen, Zejian Yuan, Badong Chen, and Nanning Zheng · 2016
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Scalable person re-identification on supervised smoothed manifold
Song Bai, Xiang Bai, and Qi Tian
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Arulkumar Subramaniam, Moitreya Chatterjee, and Anurag Mittal · 2016
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Person reidentification via ranking aggregation of similarity pulling and dissimilarity pushing
Mang Ye, Chao Liang, Yi Yu, Zheng Wang, Qingming Leng, Chunxia Xiao, Jun Chen, and Ruimin Hu · 2016
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Learning a discriminative null space for person re-identification
Li Zhang, Tao Xiang, and Shaogang Gong · 2016
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Person re-identification by camera correlation aware feature augmentation
Ying-Cong Chen, Xiatian Zhu, Wei-Shi Zheng, and Jian-Huang Lai · 2017
Closest in time.
Re-ranking person re-identification with k-reciprocal encoding
Zhun Zhong, Liang Zheng, Donglin Cao, and Shaozi Li · 2017
Closest in time.