{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T06:57:21Z","timestamp":1760597841754,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":55,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,10,15]],"date-time":"2018-10-15T00:00:00Z","timestamp":1539561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NSF IIS Award","award":["1651902"],"award-info":[{"award-number":["1651902"]}]},{"name":"ONR Young Investigator Award","award":["N00014-14-1-0484"],"award-info":[{"award-number":["N00014-14-1-0484"]}]},{"name":"U.S. Army Research Office Award","award":["W911NF-17-1-0367"],"award-info":[{"award-number":["W911NF-17-1-0367"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,10,15]]},"DOI":"10.1145\/3240508.3240674","type":"proceedings-article","created":{"date-parts":[[2018,10,18]],"date-time":"2018-10-18T17:52:08Z","timestamp":1539885128000},"page":"1492-1500","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":26,"title":["Support Neighbor Loss for Person Re-Identification"],"prefix":"10.1145","author":[{"given":"Kai","family":"Li","sequence":"first","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhengming","family":"Ding","sequence":"additional","affiliation":[{"name":"Indiana University-Purdue University, Indianapolis, IN, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kunpeng","family":"Li","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yulun","family":"Zhang","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yun","family":"Fu","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2018,10,15]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","unstructured":"Ejaz Ahmed Michael Jones and Tim K Marks. 2015. An Improved Deep Learning Architecture for Person Re-Identification. In CVPR .  Ejaz Ahmed Michael Jones and Tim K Marks. 2015. An Improved Deep Learning Architecture for Person Re-Identification. In CVPR .","DOI":"10.1109\/CVPR.2015.7299016"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"Song Bai Xiang Bai and Qi Tian. 2017. Scalable person re-identification on supervised smoothed manifold. In CVPR .  Song Bai Xiang Bai and Qi Tian. 2017. Scalable person re-identification on supervised smoothed manifold. In CVPR .","DOI":"10.1109\/CVPR.2017.358"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Dapeng Chen Zejian Yuan Badong Chen and Nanning Zheng. 2016b. Similarity learning with spatial constraints for person re-identification. In CVPR .  Dapeng Chen Zejian Yuan Badong Chen and Nanning Zheng. 2016b. Similarity learning with spatial constraints for person re-identification. In CVPR .","DOI":"10.1109\/CVPR.2016.142"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2545929"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Weihua Chen Xiaotang Chen Jianguo Zhang and Kaiqi Huang. 2017a. Beyond triplet loss: a deep quadruplet network for person re-identification. In CVPR .  Weihua Chen Xiaotang Chen Jianguo Zhang and Kaiqi Huang. 2017a. Beyond triplet loss: a deep quadruplet network for person re-identification. In CVPR .","DOI":"10.1109\/CVPR.2017.145"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Weihua Chen Xiaotang Chen Jianguo Zhang and Kaiqi Huang. 2017b. A Multi-Task Deep Network for Person Re-Identification. In AAAI .  Weihua Chen Xiaotang Chen Jianguo Zhang and Kaiqi Huang. 2017b. A Multi-Task Deep Network for Person Re-Identification. In AAAI .","DOI":"10.1609\/aaai.v31i1.11201"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"De Cheng Yihong Gong Sanping Zhou Jinjun Wang and Nanning Zheng. 2016. Person re-identification by multi-channel parts-based cnn with improved triplet loss function. In CVPR .  De Cheng Yihong Gong Sanping Zhou Jinjun Wang and Nanning Zheng. 2016. Person re-identification by multi-channel parts-based cnn with improved triplet loss function. In CVPR .","DOI":"10.1109\/CVPR.2016.149"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.04.005"},{"key":"e_1_3_2_1_9_1","unstructured":"Kaiming He Xiangyu Zhang Shaoqing Ren and Jian Sun. 2016. Deep residual learning for image recognition. In CVPR .  Kaiming He Xiangyu Zhang Shaoqing Ren and Jian Sun. 2016. Deep residual learning for image recognition. In CVPR ."},{"key":"e_1_3_2_1_10_1","unstructured":"Alexander Hermans Lucas Beyer and Bastian Leibe. 2017. In defense of the triplet loss for person re-identification. arXiv preprint arXiv:1703.07737 (2017).  Alexander Hermans Lucas Beyer and Bastian Leibe. 2017. In defense of the triplet loss for person re-identification. arXiv preprint arXiv:1703.07737 (2017)."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","unstructured":"Cijo Jose and Francc ois Fleuret. 2016. Scalable metric learning via weighted approximate rank component analysis. In ECCV .  Cijo Jose and Francc ois Fleuret. 2016. Scalable metric learning via weighted approximate rank component analysis. In ECCV .","DOI":"10.1007\/978-3-319-46454-1_53"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Martin K\u00f6 stinger Martin Hirzer Paul Wohlhart Peter M. Roth and Horst Bischof. 2012. Large scale metric learning from equivalence constraints. In CVPR .  Martin K\u00f6 stinger Martin Hirzer Paul Wohlhart Peter M. Roth and Horst Bischof. 2012. Large scale metric learning from equivalence constraints. In CVPR .","DOI":"10.1109\/CVPR.2012.6247939"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"Ryan Layne Timothy M Hospedales Shaogang Gong and Q Mary. 2012. Person Re-identification by Attributes.. In BMVC .  Ryan Layne Timothy M Hospedales Shaogang Gong and Q Mary. 2012. Person Re-identification by Attributes.. In BMVC .","DOI":"10.5244\/C.26.24"},{"key":"e_1_3_2_1_14_1","unstructured":"Dangwei Li Xiaotang Chen Zhang Zhang and Kaiqi Huang. 2017a. Learning deep context-aware features over body and latent parts for person re-identification. In CVPR .  Dangwei Li Xiaotang Chen Zhang Zhang and Kaiqi Huang. 2017a. Learning deep context-aware features over body and latent parts for person re-identification. In CVPR ."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","unstructured":"Kai Li Zhengming Ding Sheng Li and Yun Fu. 2018. Discriminative Semi-Coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification. In AAAI .  Kai Li Zhengming Ding Sheng Li and Yun Fu. 2018. Discriminative Semi-Coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification. In AAAI .","DOI":"10.1609\/aaai.v32i1.11908"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37331-2_3"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.27"},{"key":"e_1_3_2_1_18_1","volume-title":"Person re-identification by deep joint learning of multi-loss classification. arXiv preprint arXiv:1705.04724","author":"Li Wei","year":"2017","unstructured":"Wei Li , Xiatian Zhu , and Shaogang Gong . 2017b. Person re-identification by deep joint learning of multi-loss classification. arXiv preprint arXiv:1705.04724 ( 2017 ). Wei Li, Xiatian Zhu, and Shaogang Gong. 2017b. Person re-identification by deep joint learning of multi-loss classification. arXiv preprint arXiv:1705.04724 (2017)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.463"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298832"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.420"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2700762"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.05.019"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33863-2_41"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"crossref","unstructured":"Tetsu Matsukawa Takahiro Okabe Einoshin Suzuki and Yoichi Sato. 2016. Hierarchical gaussian descriptor for person re-identification. In CVPR .  Tetsu Matsukawa Takahiro Okabe Einoshin Suzuki and Yoichi Sato. 2016. Hierarchical gaussian descriptor for person re-identification. In CVPR .","DOI":"10.1109\/CVPR.2016.152"},{"key":"e_1_3_2_1_26_1","volume-title":"PCCA: A new approach for distance learning from sparse pairwise constraints. In CVPR .","author":"Mignon Alexis","year":"2012","unstructured":"Alexis Mignon and Fr\u00e9 d\u00e9 ric Jurie . 2012 . PCCA: A new approach for distance learning from sparse pairwise constraints. In CVPR . Alexis Mignon and Fr\u00e9 d\u00e9 ric Jurie. 2012. PCCA: A new approach for distance learning from sparse pairwise constraints. In CVPR ."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.426"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.366"},{"key":"e_1_3_2_1_29_1","unstructured":"Hailin Shi Yang Yang Xiangyu Zhu Shengcai Liao Zhen Lei Weishi Zheng and Stan Z Li. 2016. Embedding deep metric for person re-identification: A study against large variations. In ECCV .  Hailin Shi Yang Yang Xiangyu Zhu Shengcai Liao Zhen Lei Weishi Zheng and Stan Z Li. 2016. Embedding deep metric for person re-identification: A study against large variations. In ECCV ."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"crossref","unstructured":"Hyun Oh Song Yu Xiang Stefanie Jegelka and Silvio Savarese. 2016. Deep metric learning via lifted structured feature embedding. In CVPR .  Hyun Oh Song Yu Xiang Stefanie Jegelka and Silvio Savarese. 2016. Deep metric learning via lifted structured feature embedding. In CVPR .","DOI":"10.1109\/CVPR.2016.434"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"crossref","unstructured":"Chi Su Jianing Li Shiliang Zhang Junliang Xing Wen Gao and Qi Tian. 2017. Pose-driven Deep Convolutional Model for Person Re-identification. In ICCV .  Chi Su Jianing Li Shiliang Zhang Junliang Xing Wen Gao and Qi Tian. 2017. Pose-driven Deep Convolutional Model for Person Re-identification. In ICCV .","DOI":"10.1109\/ICCV.2017.427"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.426"},{"key":"e_1_3_2_1_33_1","first-page":"3221","article-title":"Accelerating t-SNE using tree-based algorithms","volume":"15","author":"Der Maaten Laurens Van","year":"2014","unstructured":"Laurens Van Der Maaten . 2014 . Accelerating t-SNE using tree-based algorithms . Journal of machine learning research , Vol. 15 , 1 (2014), 3221 -- 3245 . Laurens Van Der Maaten. 2014. Accelerating t-SNE using tree-based algorithms. Journal of machine learning research , Vol. 15, 1 (2014), 3221--3245.","journal-title":"Journal of machine learning research"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"crossref","unstructured":"Rahul Rama Varior Mrinal Haloi and Gang Wang. 2016a. Gated siamese convolutional neural network architecture for human re-identification. In ECCV .  Rahul Rama Varior Mrinal Haloi and Gang Wang. 2016a. Gated siamese convolutional neural network architecture for human re-identification. In ECCV .","DOI":"10.1007\/978-3-319-46484-8_48"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"crossref","unstructured":"Rahul Rama Varior Bing Shuai Jiwen Lu Dong Xu and Gang Wang. 2016b. A siamese long short-term memory architecture for human re-identification. In ECCV .  Rahul Rama Varior Bing Shuai Jiwen Lu Dong Xu and Gang Wang. 2016b. A siamese long short-term memory architecture for human re-identification. In ECCV .","DOI":"10.1007\/978-3-319-46478-7_9"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"crossref","unstructured":"Faqiang Wang Wangmeng Zuo Liang Lin David Zhang and Lei Zhang. 2016. Joint learning of single-image and cross-image representations for person re-identification. In CVPR .  Faqiang Wang Wangmeng Zuo Liang Lin David Zhang and Lei Zhang. 2016. Joint learning of single-image and cross-image representations for person re-identification. In CVPR .","DOI":"10.1109\/CVPR.2016.144"},{"key":"e_1_3_2_1_37_1","volume-title":"Personnet: Person re-identification with deep convolutional neural networks. arXiv preprint arXiv:1601.07255","author":"Wu Lin","year":"2016","unstructured":"Lin Wu , Chunhua Shen , and Anton van den Hengel . 2016 . Personnet: Person re-identification with deep convolutional neural networks. arXiv preprint arXiv:1601.07255 (2016). Lin Wu, Chunhua Shen, and Anton van den Hengel. 2016. Personnet: Person re-identification with deep convolutional neural networks. arXiv preprint arXiv:1601.07255 (2016)."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2360373"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"crossref","unstructured":"Tong Xiao Hongsheng Li Wanli Ouyang and Xiaogang Wang. 2016. Learning deep feature representations with domain guided dropout for person re-identification. In CVPR .  Tong Xiao Hongsheng Li Wanli Ouyang and Xiaogang Wang. 2016. Learning deep feature representations with domain guided dropout for person re-identification. In CVPR .","DOI":"10.1109\/CVPR.2016.140"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"crossref","unstructured":"Fei Xiong Mengran Gou Octavia I. Camps and Mario Sznaier. 2014. Person Re-Identification Using Kernel-Based Metric Learning Methods. In ECCV .  Fei Xiong Mengran Gou Octavia I. Camps and Mario Sznaier. 2014. Person Re-Identification Using Kernel-Based Metric Learning Methods. In ECCV .","DOI":"10.1007\/978-3-319-10584-0_1"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"crossref","unstructured":"Li Zhang Tao Xiang and Shaogang Gong. 2016c. Learning a discriminative null space for person re-identification. In CVPR .  Li Zhang Tao Xiang and Shaogang Gong. 2016c. Learning a discriminative null space for person re-identification. In CVPR .","DOI":"10.1109\/CVPR.2016.139"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"crossref","unstructured":"Ying Zhang Baohua Li Huchuan Lu Atshushi Irie and Xiang Ruan. 2016a. Sample-specific svm learning for person re-identification. In CVPR .  Ying Zhang Baohua Li Huchuan Lu Atshushi Irie and Xiang Ruan. 2016a. Sample-specific svm learning for person re-identification. In CVPR .","DOI":"10.1109\/CVPR.2016.143"},{"key":"e_1_3_2_1_43_1","unstructured":"Yaqing Zhang Xi Li Liming Zhao and Zhongfei Zhang. 2016b. Semantics-Aware Deep Correspondence Structure Learning for Robust Person Re-Identification.. In IJCAI .   Yaqing Zhang Xi Li Liming Zhao and Zhongfei Zhang. 2016b. Semantics-Aware Deep Correspondence Structure Learning for Robust Person Re-Identification.. In IJCAI ."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"crossref","unstructured":"Ying Zhang Tao Xiang Timothy M. Hospedales and Huchuan Lu. 2018. Deep Mutual Learning. (2018).  Ying Zhang Tao Xiang Timothy M. Hospedales and Huchuan Lu. 2018. Deep Mutual Learning. (2018).","DOI":"10.1109\/CVPR.2018.00454"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"crossref","unstructured":"Haiyu Zhao Maoqing Tian Shuyang Sun Jing Shao Junjie Yan Shuai Yi Xiaogang Wang and Xiaoou Tang. 2017b. Spindle net: Person re-identification with human body region guided feature decomposition and fusion. In CVPR .  Haiyu Zhao Maoqing Tian Shuyang Sun Jing Shao Junjie Yan Shuai Yi Xiaogang Wang and Xiaoou Tang. 2017b. Spindle net: Person re-identification with human body region guided feature decomposition and fusion. In CVPR .","DOI":"10.1109\/CVPR.2017.103"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"crossref","unstructured":"Liming Zhao Xi Li Jingdong Wang and Yueting Zhuang. 2017a. Deeply-learned part-aligned representations for person re-identification. (2017).  Liming Zhao Xi Li Jingdong Wang and Yueting Zhuang. 2017a. Deeply-learned part-aligned representations for person re-identification. (2017).","DOI":"10.1109\/ICCV.2017.349"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.314"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.460"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"crossref","unstructured":"Liang Zheng Liyue Shen Lu Tian Shengjin Wang Jingdong Wang and Qi Tian. 2015. Scalable Person Re-identification: A Benchmark. In ICCV .   Liang Zheng Liyue Shen Lu Tian Shengjin Wang Jingdong Wang and Qi Tian. 2015. Scalable Person Re-identification: A Benchmark. In ICCV .","DOI":"10.1109\/ICCV.2015.133"},{"key":"e_1_3_2_1_50_1","volume-title":"Person Re-identification: Past, Present and Future. arXiv preprint arXiv:1610.02984","author":"Zheng Liang","year":"2016","unstructured":"Liang Zheng , Yi Yang , and Alexander G Hauptmann . 2016 . Person Re-identification: Past, Present and Future. arXiv preprint arXiv:1610.02984 (2016). Liang Zheng, Yi Yang, and Alexander G Hauptmann. 2016. Person Re-identification: Past, Present and Future. arXiv preprint arXiv:1610.02984 (2016)."},{"key":"e_1_3_2_1_51_1","volume-title":"Person re-identification in the wild. arXiv preprint","author":"Zheng Liang","year":"2017","unstructured":"Liang Zheng , Hengheng Zhang , Shaoyan Sun , Manmohan Chandraker , and Qi Tian . 2017a. Person re-identification in the wild. arXiv preprint ( 2017 ). Liang Zheng, Hengheng Zhang, Shaoyan Sun, Manmohan Chandraker, and Qi Tian. 2017a. Person re-identification in the wild. arXiv preprint (2017)."},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159171"},{"key":"e_1_3_2_1_53_1","unstructured":"Zhedong Zheng Liang Zheng and Yi Yang. 2017c. Unlabeled samples generated by gan improve the person re-identification baseline in vitro. (2017).  Zhedong Zheng Liang Zheng and Yi Yang. 2017c. Unlabeled samples generated by gan improve the person re-identification baseline in vitro. (2017)."},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"crossref","unstructured":"Zhun Zhong Liang Zheng Donglin Cao and Shaozi Li. 2017. Re-ranking person re-identification with k-reciprocal encoding. In CVPR .  Zhun Zhong Liang Zheng Donglin Cao and Shaozi Li. 2017. Re-ranking person re-identification with k-reciprocal encoding. In CVPR .","DOI":"10.1109\/CVPR.2017.389"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"crossref","unstructured":"Zhun Zhong Liang Zheng Zhedong Zheng Shaozi Li and Yi Yang. 2018. Camera Style Adaptation for Person Re-identification. In CVPR .  Zhun Zhong Liang Zheng Zhedong Zheng Shaozi Li and Yi Yang. 2018. Camera Style Adaptation for Person Re-identification. In CVPR .","DOI":"10.1109\/CVPR.2018.00541"}],"event":{"name":"MM '18: ACM Multimedia Conference","sponsor":["SIGMM ACM Special Interest Group on Multimedia"],"location":"Seoul Republic of Korea","acronym":"MM '18"},"container-title":["Proceedings of the 26th ACM international conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3240508.3240674","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3240508.3240674","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:43:31Z","timestamp":1750207411000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3240508.3240674"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,15]]},"references-count":55,"alternative-id":["10.1145\/3240508.3240674","10.1145\/3240508"],"URL":"https:\/\/doi.org\/10.1145\/3240508.3240674","relation":{},"subject":[],"published":{"date-parts":[[2018,10,15]]},"assertion":[{"value":"2018-10-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}