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Re-ranking Person Re-identification with k-reciprocal Encoding. In CVPR .  Zhun Zhong Liang Zheng Donglin Cao and Shaozi Li. 2017a. Re-ranking Person Re-identification with k-reciprocal Encoding. In CVPR .","DOI":"10.1109\/CVPR.2017.389"},{"key":"e_1_3_2_2_77_1","volume-title":"Random Erasing Data Augmentation. ArXiv","author":"Zhong Zhun","year":"2017","unstructured":"Zhun Zhong , Liang Zheng , Guoliang Kang , Shaozi Li , and Yi Yang . 2017b. Random Erasing Data Augmentation. ArXiv ( 2017 ). Zhun Zhong, Liang Zheng, Guoliang Kang, Shaozi Li, and Yi Yang. 2017b. Random Erasing Data Augmentation. ArXiv (2017)."},{"key":"e_1_3_2_2_78_1","doi-asserted-by":"crossref","unstructured":"Zhen Zhou Yan Huang Wei Wang Liang Wang and Tan Tieniu. 2017. See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-based Person Re-identfication. In CVPR .  Zhen Zhou Yan Huang Wei Wang Liang Wang and Tan Tieniu. 2017. See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-based Person Re-identfication. 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