CVPR 2019 行人重识别论文

转载自知乎

Oral:

Joint Discriminative and Generative Learning for Person Re-identification. Zhedong Zheng; Xiaodong Yang; Zhiding Yu; Liang Zheng ; Yi Yang ; Jan Kautz. https://arxiv.org/abs/1904.07223

Unsupervised Person Re-identification by Soft Multilabel Learning. Hong-Xing Yu ; WEI-SHI ZHENG ; Ancong Wu ; Xiaowei Guo ; Shaogang Gong ; Jian-Huang Lai. https://arxiv.org/abs/1903.06325

Learning Context Graph for Person Search.Yichao Yan ; Qiang Zhang Bingbing Ni; Wendong Zhang ; Minghao Xu; Xiaokang Yang. https://arxiv.org/abs/1904.01830

Progressive Pose Attention Transfer for Person Image Generation. Zhen Zhu (Huazhong University of Science and Technology)*; Tengteng Huang (Huazhong University of Science and Technology); Baoguang Shi (Microsoft); Miao Yu (Huazhong University of Science and Technology); Bofei Wang (ZTE Corporation); Xiang Bai (Huazhong University of Science and Technology). https://arxiv.org/abs/1904.03349

Poster:

Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification. Yifan Sun (Tsinghua University); Ya-Li Li (THU); Qin Xu (Tsinghua University); Chi Zhang (Megvii Inc.); Yikang Li (CUHK); Shengjin Wang (Tsinghua University)*; Jian Sun (Megvii Technology). https://arxiv.org/abs/1904.00537

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification. Zhun Zhong (Xiamen University)*; Liang Zheng (Australian National University); Zhiming Luo (Xiamen University); Shaozi Li (Xiamen University, China); Yi Yang (UTS). https://arxiv.org/abs/1904.01990

Dissecting Person Re-identification from the Viewpoint of Viewpoint. Xiaoxiao Sun (Singapore University of Technology and Design)*; Liang Zheng (Australian National University). https://arxiv.org/abs/1812.02162

Densely Semantically Aligned Person Re-Identification. Zhizheng Zhang (University of Science and Technology of China); Cuiling Lan (Microsoft Research)*; Wenjun Zeng (Microsoft Research); Zhibo Chen (University of Science and Technology of China). https://arxiv.org/abs/1812.08967

Generalizable Person Re-identification by Domain-Invariant Mapping Network. Jifei Song (Queen Mary, University of London)*; Yongxin Yang (University of Edinburgh ); Yi-Zhe Song (Queen Mary University of London); Tao Xiang (University of Surrey); Timothy Hospedales (Edinburgh University). http://www.eecs.qmul.ac.uk/~js327/Doc/Publication/2019/cvpr2019_dimn.pdf

Re-ranking via Metric Fusion for Object Retrieval and Person Re-identification. Song Bai (University of Oxford)*; Peng Tang (Huazhong University of Science and Technology); Longin Jan Latecki (Temple University); Philip Torr (University of Oxford). https://cis.temple.edu/~latecki/Papers/SongCVPR2019.pdf

Weakly Supervised Person Re-Identification. Jingke Meng (Sun Yat-Sun University); Sheng Wu (Sen Yat-Sun University); WEI-SHI ZHENG (Sun Yat-sen University, China)*https://arxiv.org/abs/1904.03832

Query-guided End-to-End Person Search. Bharti Munjal (OSRAM)*; Sikandar Amin (OSRAM GmbH); Federico Tombari (Technical University of Munich, Germany); Fabio Galasso (OSRAM)

Distilled Person Re-identification: Towards a More Scalable System. Ancong Wu (Sun Yat-sen University); WEI-SHI ZHENG (Sun Yat-sen University, China)*; Xiaowei Guo (Tencent Youtu Lab); Jian-Huang Lai (Sun Yat-sen University). https://www.researchgate.net/publication/332267080_Distilled_Person_Re-identification_Towards_a_More_Scalable_System

Towards Rich Feature Discovery with Class Activation Maps Augmentation for Person Re-Identification. Wenjie Yang (Institute of Automation, Chinese Academy of Sciences)*; Houjing Huang (CASIA); Zhang Zhang (Institute of Automation, Chinese Academy of Sciences); Xiaotang Chen (Institute of Automation, Chinese Academy of Sciences); Kaiqi Huang (Institute of Automation, Chinese Academy of Sciences); Shu Zhang (Deepwise AI Lab)

Patch Based Discriminative Feature Learning for Unsupervised Person Re-identification. Qize Yang (Sun Yat-sen University); Hong-Xing Yu (Sun Yat-Sen University); Ancong Wu (Sun Yat-sen University); WEI-SHI ZHENG (Sun Yat-sen University, China)*. https://kovenyu.com/publication/2019-cvpr-pedal/

Unsupervised Person Image Generation with Semantic Parsing Transformation. Sijie Song (Peking University)*; Wei Zhang (JD AI Research); Jiaying Liu (Peking University); Tao Mei (AI Research JD). https://arxiv.org/abs/1904.03379

Text Guided Person Image Synthesis. Xingran Zhou (Zhejiang University); Siyu Huang (Zhejiang University)*; Bin Li (Zhejiang University); Yingming Li (Zhejiang University); Jiachen Li (Nanjing University); Zhongfei Zhang (Zhejiang University). https://arxiv.org/abs/1904.05118

Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification. Yiru Zhao (Shanghai Jiao Tong University)*; Xu Shen (Alibaba Group); Zhongming Jin (Alibaba Group); Hongtao Lu (Shanghai Jiao Tong University); Xiansheng Hua (Damo Academy, Alibaba Group)

AANet: Attribute Attentio Network for Person Re-Identification. Chiat Pin Tay (Nanyang Technological University)*; Sharmili Roy (Nanyang Technological University); Kim Yap (Nanyang Technological University)

VRSTC: Occlusion-Free Video Person Re-Identification. Ruibing Hou (Institute of Computing Technology,Chinese Academy); Bingpeng MA (UCAS)*; Hong Chang (Chinese Academy of Sciences); Xinqian Gu (University of Chinese Academy of Sciences); Shiguang Shan (Chinese Academy of Sciences); Xilin Chen (China)

Adaptive Transfer Network for Cross-Domain Person Re-Identification. Jiawei Liu (University of Science and Technology of China); Zheng-Jun Zha (University of Science and Technology of China)*; Di Chen (University of Science and Technology of China); Richang Hong (HeFei University of Technology); Meng Wang (Hefei University of Technology)

Interaction-and-Aggregation Network for Person Re-identification. Ruibing Hou (Institute of Computing Technology,Chinese Academy); Bingpeng MA (UCAS)*; Hong Chang (Chinese Academy of Sciences); Xinqian Gu (University of Chinese Academy of Sciences); Shiguang Shan (Chinese Academy of Sciences); Xilin Chen (China)

Re-Identification with Consistent Attentive Siamese Networks. Meng Zheng (Rensselaer Polytechnic Institute); Srikrishna Karanam (Siemens Corporate Technology, Princeton)*; Ziyan Wu (Siemens Corporation); Richard Radke (Rensselaer Polytechnic Institute) https://arxiv.org/abs/1811.07487

Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training. Feng Zheng (Southern University of Science and Technology)*; Rongrong Ji (Xiamen University, China); Cheng Deng (Xidian University); Xing Sun (Tencent); Xinyang Jiang (Tencent); Xiaowei Guo (Tencent Youtu Lab); Zongqiao Yu (Tencent); Feiyue Huang (Tencent)

CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification. ZHENG TANG (University of Washington)*; Milind Naphade (NVidia); Ming-Yu Liu (NVIDIA); Xiaodong Yang (NVIDIA Research); Stan Birchfield (NVIDIA); Shuo Wang (NVidia); Ratnesh Kumar (NVIDIA); David Anastasiu (SJSU); Jenq-Neng Hwang (University of Washinton) https://arxiv.org/abs/1903.09254

Re-Identification Supervised 3D Texture Generation. Jian Wang (State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences & University of Chinese Academy of Sciences)*; Yunshan Zhong (Peking University); Yachun Li (Zhejiang University); Chi Zhang (Megvii Inc.); Yichen Wei (Megvii Research Shanghai)

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