行人重识别(Person Re-identification)顶级会议论文汇总

近几年ICCV、CVPR、ECCV等顶级国际会议关于行人重识别(person re-identification)的论文汇总,不定期更新。
如有疏漏或不足之处,欢迎指正。

Last Updated: Apr 26, 2019
Updated Content: add AAAI 2019、CVPR 2019

索引目录

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ICCV

ICCV 2017

  • Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro. Zhedong Zheng, Liang Zheng, Yi Yang

  • SVDNet for Pedestrian Retrieval. Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang

  • HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis. Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, Xiaogang Wang

  • Neural Person Search Machines. Hao Liu, Jiashi Feng, Zequn Jie, Karlekar Jayashree, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan

  • SHaPE: A Novel Graph Theoretic Algorithm for Making Consensus-Based Decisions in Person Re-Identification Systems. Arko Barman, Shishir K. Shah

  • Cross-View Asymmetric Metric Learning for Unsupervised Person Re-Identification. Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng

  • Spatio-Temporal Person Retrieval via Natural Language Queries. Masataka Yamaguchi, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada

  • A Two Stream Siamese Convolutional Neural Network for Person Re-Identification. Dahjung Chung, Khalid Tahboub, Edward J. Delp

  • Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras. Kang Zheng, Xiaochuan Fan, Yuewei Lin, Hao Guo, Hongkai Yu, Dazhou Guo, Song Wang

  • Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification. Jiahuan Zhou, Pei Yu, Wei Tang, Ying Wu

  • Stepwise Metric Promotion for Unsupervised Video Person Re-Identification. Zimo Liu, Dong Wang, Huchuan Lu

  • RMPE: Regional Multi-Person Pose Estimation. Hao-Shu Fang, Shuqin Xie, Yu-Wing Tai, Cewu Lu

  • Deeply-Learned Part-Aligned Representations for Person Re-Identification. Liming Zhao, Xi Li, Yueting Zhuang, Jingdong Wang

  • Pose-Driven Deep Convolutional Model for Person Re-Identification. Chi Su, Jianing Li, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian

  • Dynamic Label Graph Matching for Unsupervised Video Re-Identification. Mang Ye, Andy J. Ma, Liang Zheng, Jiawei Li, Pong C. Yuen

  • Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification. Shuangjie Xu, Yu Cheng, Kang Gu, Yang Yang, Shiyu Chang, Pan Zhou

  • RGB-Infrared Cross-Modality Person Re-Identification. Ancong Wu, Wei-Shi Zheng, Hong-Xing Yu, Shaogang Gong, Jianhuang Lai

  • Multi-Scale Deep Learning Architectures for Person Re-Identification. Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue

ICCV 2015

  • Partial Person Re-Identification. Wei-Shi Zheng, Xiang Li, Tao Xiang, Shengcai Liao, Jianhuang Lai, Shaogang Gong

  • Scalable Person Re-Identification: A Benchmark. Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, Qi Tian

  • Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis. Jorge García, Niki Martinel, Christian Micheloni, Alfredo Gardel

  • Person Re-Identification With Correspondence Structure Learning. Yang Shen, Weiyao Lin, Junchi Yan, Mingliang Xu, Jianxin Wu, Jingdong Wang

  • Efficient PSD Constrained Asymmetric Metric Learning for Person Re-Identification. Shengcai Liao, Stan Z. Li

  • Multi-Task Learning With Low Rank Attribute Embedding for Person Re-Identification. Chi Su, Fan Yang, Shiliang Zhang, Qi Tian, Larry S. Davis, Wen Gao

  • Multi-Scale Learning for Low-Resolution Person Re-Identification. Xiang Li, Wei-Shi Zheng, Xiaojuan Wang, Tao Xiang, Shaogang Gong

  • Person Re-Identification With Discriminatively Trained Viewpoint Invariant Dictionaries. Srikrishna Karanam, Yang Li, Richard J. Radke

ICCV 2013

  • POP: Person re-identification post-rank optimisation. S. G. C. Liu, C. C. Loy, G. Wang

  • Person re-identification by salience matching. R. Zhao, W. Ouyang, X. Wang

  • Domain Transfer Support Vector Ranking for Person Re-Identification without Target Camera Label Information. Andy Jinhua Ma, Pong Chi Yuen, Jiawei Li

  • Human Re-identification by Matching Compositional Template with Cluster Sampling. Yuanlu Xu, Liang Lin, Weishi Zheng, Xiaobai Liu

CVPR

CVPR 2019

  • Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification. Yifan Sun, Qin Xu, Yali Li, Chi Zhang, Yikang Li, Shengjin Wang, Jian Sun

  • CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification. Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield, Shuo Wang, Ratnesh Kumar, David Anastasiu, Jenq-Neng Hwang

  • Dissecting Person Re-identification from the Viewpoint of Viewpoint. Xiaoxiao Sun, Liang Zheng

  • Weakly Supervised Person Re-Identification. Jingke Meng, Sheng Wu, Wei-Shi Zheng

  • Unsupervised Person Re-identification by Soft Multilabel Learning. Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, Jian-Huang Lai

  • Learning Context Graph for Person Search. Yichao Yan, Qiang Zhang, Bingbing Ni, Wendong Zhang, Minghao Xu, Xiaokang Yang

  • Joint Discriminative and Generative Learning for Person Re-identification. Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz

  • Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification. Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang

CVPR 2018

  • Group Consistent Similarity Learning via Deep CRFs for Person Re-Identification. Dapeng Chen, Dan Xu, Hongsheng Li, Nicu Sebe, Xiaogang Wang

  • Person Transfer GAN to Bridge Domain Gap for Person Re-Identification. Longhui Wei, Shiliang Zhang, Wen Gao, Qi Tian

  • Disentangled Person Image Generation. Liqian Ma, Qianru Sun, Stamatios Georgoulis, Mario Fritz, Bernt Schiele, Luc Van Gool

  • Unsupervised Person Image Synthesis in Arbitrary Poses. Albert Pumarola, Antonio Agudo, Alberto Sanfeliu, Francesc Moreno-Noguer

  • Good Appearance Features for Multi-Target Multi-Camera Tracking. Ergys Ristani, Carlo Tomasi

  • Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification. Shuang Li, Slawomir Bak, Peter Carr

  • A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking. M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen

  • Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification. Weijian Deng, Liang Zheng, Guoliang Kang, Yi Yang, Qixiang Ye, Jianbin Jiao

  • Human Semantic Parsing for Person Re-identification. Mahdi Kalayeh, Emrah Basaran, Mubarak Shah

  • Video Person Re-identification with Competitive Snippet-similarity Aggregation and Co-attentive Snippet Embedding. Dapeng Chen, Hongsheng Li, Tong Xiao, Shuai Yi, Xiaogang Wang

  • Mask-guided Contrastive Attention Model for Person Re-Identification. Chunfeng Song, Yan Huang, Wanli Ouyang, Liang Wang

  • Person Re-identification with Cascaded Pairwise Convolutions. Yicheng Wang, Zhenzhong Chen, Feng Wu, Gang Wang

  • Multi-Level Factorisation Net for Person Re-Identification. Xiaobin Chang, Timothy Hospedales, Tao Xiang

  • Attention-aware Compositional Network for Person Re-Identification. Jing Xu, Rui Zhao, Feng Zhu, Huaming Wang, Wanli Ouyang

  • Deep Group-shuffling Random Walk for Person Re-identification. Yantao Shen, Hongsheng Li, Tong Xiao, Shuai Yi, Dapeng Chen, Xiaogang Wang

  • Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification. Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li

  • Harmonious Attention Network for Person Re-Identification. Wei Li, Xiatian Zhu, Shaogang Gong

  • Efficient and Deep Person Re-Identification using Multi-Level Similarity. Yiluan Guo, Ngai-Man Cheung

  • Pose Transferrable Person Re-Identification. Jinxian Liu, Yichao Yan, Bingbing Ni, Peng Zhou, Shuo Cheng, jianguo Hu

  • Adversarially Occluded Samples for Person Re-identification. Houjing Huang, Dangwei Li, Zhang Zhang, Xiaotang Chen, Kaiqi Huang

  • Camera Style Adaptation for Person Re-identification. Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang

  • Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning. Yu Wu, Yutian Lin, Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang

  • Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification. Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong, Alex Kot, Gang Wang

  • Easy Identification from Better Constraints: Multi-Shot Person Re-Identification from Reference Constraints. Jiahuan Zhou, Bing Su, Ying Wu

  • Eliminating Background-bias for Robust Person Re-identification. Maoqing Tian, Shuai Yi, Hongsheng Li, Shihua Li, Xuesen Zhang, Jianping Shi, Junjie Yan, Xiaogang Wang

  • End-to-End Deep Kronecker-Product Matching for Person Re-identification. Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang

  • Exploiting Transitivity for Learning Person Re-identification Models on a Budget. Sourya Roy, Sujoy Paul, Neal Young, Amit Roy-Chowdhury

  • Deep Spatial Feature Reconstruction for Partial Person Re-identification. Lingxiao He, Jian Liang, Haiqing Li, Zhenan Sun

  • Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatio-temporal Patterns. Jianming Lv, Weihang Chen, Qing Li, Can Yang

  • Resource Aware Person Re-identification across Multiple Resolutions. Yan Wang, Lequn Wang, Yurong You, xu Zou, Vincent Chen, Serena Li, Bharath Hariharan, Gao Huang, Kilian Weinberger

  • Multi-shot Pedestrian Re-identification via Sequential Decision Making. Jianfu Zhang, Naiyan Wang, Liqing Zhang

  • Deep Mutual Learning. Ying Zhang, Tao Xiang, Timothy Hospedales, Huchuan Lu

CVPR 2017

  • Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion. Haiyu Zhao, Maoqing Tian, Shuyang Sun, Jing Shao, Junjie Yan, Shuai Yi, Xiaogang Wang, Xiaoou Tang

  • Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification. Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang

  • Person Re-identification in the Wild. Liang Zheng, Hengheng Zhang, Shaoyan Sun, Manmohan Chandraker, Yi Yang, Qi Tian

  • Scalable Person Re-identification on Supervised Smoothed Manifold. Song Bai, Xiang Bai, Qi Tian

  • Joint Detection and Identification Feature Learning for Person Search. Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, Xiaogang Wang

  • Consistent-Aware Deep Learning for Person Re-identification in a Camera Network. Ji Lin, Liangliang Ren, Jiwen Lu, Jianjiang Feng, Jie Zhou

  • Multiple People Tracking by Lifted Multicut and Person Re-identification. Siyu Tang, Mykhaylo Andriluka, Bjoern Andres, Bernt Schiele

  • Point to Set Similarity Based Deep Feature Learning for Person Re-Identification. Sanping Zhou, Jinjun Wang, Jiayun Wang, Yihong Gong, Nanning Zheng

  • Person Search with Natural Language Description. Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, Xiaogang Wang

  • Fast Person Re-identification via Cross-Camera Semantic Binary Transformation. Jiaxin Chen, Yunhong Wang, Jie Qin, Li Liu, Ling Shao

  • See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-identification. Zhen Zhou, Yan Huang, Wei Wang, Liang Wang, Tieniu Tan

  • Learning Deep Context-Aware Features over Body and Latent Parts for Person Re-identification. Dangwei Li, Xiaotang Chen, Zhang Zhang, Kaiqi Huang

CVPR 2016

  • Recurrent Attention Models for Depth-Based Person Identification. Albert Haque, Alexandre Alahi, Li Fei-Fei

  • Learning a Discriminative Null Space for Person Re-identification. Li Zhang, Tao Xiang, Shaogang Gong

  • Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification. Tong Xiao, Hongsheng Li, Wanli Ouyang, Xiaogang Wang

  • Similarity Learning with Spatial Constraints for Person Re-identification. Dapeng Chen, Zejian Yuan, Badong Chen, Nanning Zheng

  • Sample-Specific SVM Learning for Person Re-identification. Ying Zhang, Baohua Li, Huchuan Lu, Atshushi Irie, Xiang Ruan

  • Joint Learning of Single-Image and Cross-Image Representations for Person Re-identification. Faqiang Wang, Wangmeng Zuo, Liang Lin, David Zhang, Lei Zhang

  • Unsupervised Cross-Dataset Transfer Learning for Person Re-identification. Peixi Peng, Tao Xiang, Yaowei Wang, Massimiliano Pontil, Shaogang Gong, Tiejun Huang, Yonghong Tian

  • Recurrent Convolutional Network for Video-Based Person Re-identification. Niall McLaughlin, Jesús Martínez del Rincón, Paul C. Miller

  • Person Re-identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function. De Cheng, Yihong Gong, Sanping Zhou, Jinjun Wang, Nanning Zheng

  • Top-Push Video-Based Person Re-identification. Jinjie You, Ancong Wu, Xiang Li, Wei-Shi Zheng

  • Improving Person Re-identification via Pose-Aware Multi-shot Matching. Yeong-Jun Cho, Kuk-Jin Yoon

    Hierarchical Gaussian Descriptor for Person Re-identification. Tetsu Matsukawa, Takahiro Okabe, Einoshin Suzuki, Yoichi Sato

CVPR 2015

  • Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning. Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu, Dong Yue, Ruimin Hu, Baowen Xu

  • Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification. Dapeng Chen, Zejian Yuan, Gang Hua, Nanning Zheng, Jingdong Wang

  • Query-Adaptive Late Fusion for Image Search and Person Re-Identification. Liang Zheng, Shengjin Wang, Lu Tian, Fei He, Ziqiong Liu, Qi Tian

  • Learning to Rank in Person Re-Identification With Metric Ensembles. Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel

  • Person Re-Identification by Local Maximal Occurrence Representation and Metric Learning. Shengcai Liao, Yang Hu, Xiangyu Zhu, Stan Z. Li

  • An Improved Deep Learning Architecture for Person Re-Identification. Ejaz Ahmed, Michael Jones, Tim K. Marks.PDF

  • Transferring a Semantic Representation for Person Re-Identification and Search. Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang

CVPR 2014

  • Learning Mid-level Filters for Person Re-identification. Rui Zhao, Wanli Ouyang, Xiaogang Wang.PDF

  • Semi-Supervised Coupled Dictionary Learning for Person Re-identification. Xiao Liu, Mingli Song, Dacheng Tao, Xingchen Zhou , Chun Chen, Jiajun Bu

  • DeepReID: Deep Filter Pairing Neural Network for Person Re-identification. Wei Li, Rui Zhao, Tong Xiao, Xiaogang Wang.PDF

CVPR 2013

  • Unsupervised Salience Learning for Person Re-identification. Rui Zhao, Wanli Ouyang, Xiaogang Wang

  • Locally Aligned Feature Transforms across Views. Wei Li, Xiaogang Wang

  • Learning Locally-Adaptive Decision Functions for Person Verification. Zhen Li, Shiyu Chang, Feng Liang, Thomas S. Huang, Liangliang Cao, John R. Smith.

ECCV

ECCV 2018

  • Part-Aligned Bilinear Representations for Person Re-identification. **

  • Mancs: A Multi-task Attentional Network with Curriculum Sampling for Person Re-identification. **

  • Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association. **

  • Person Search via A Mask-guided Two-stream CNN Model. **

  • Person Search by Multi-Scale Matching. **

  • Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification. **

  • Unsupervised Person Re-identification by Deep Learning Tracklet Association **

ECCV 2016

  • Embedding Deep Metric for Person Re-identification: A Study Against Large Variations. Hailin Shi, Yang Yang, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Wei-Shi Zheng, Stan Li

  • Human Re-identification in Crowd Videos Using Personal, Social and Environmental Constraints. Shayan Modiri Assari, Haroon Idrees, Mubarak Shah

  • Person Re-identification by Unsupervised L1 Graph Learning. Elyor Kodirov, Tao Xiang, Zhenyong Fu, Shaogang Gong

  • Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification. Rahul Rama Varior, Mrinal Haloi, Gang Wang

  • Deep Attributes Driven Person Re-identification. Chi Su, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian

  • Human-In-The-Loop Person Re-Identification. Hanxiao Wang, Shaogang Gong, Xiatian Zhu, Tao Xiang

  • Temporal Model Adaptation for Person Re-Identification. Niki Martinel, Abir Das, Christian Micheloni, Amit Roy-Chowdhury

  • Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification. Rahul Rama Varior, Mrinal Haloi, Gang Wang

  • Person Re-Identification via Recurrent Feature Aggregation. Yichao Yan, Bingbing Ni, Zhichao Song, chao Ma, Yan Yan, xiaokang Yang

  • MARS: A Video Benchmark for Large-Scale Person Re-identification. Liang Zheng, Zhi Bie, Yifan Sun, Jingdong Wang, Chi Su, Shengjin Wang, Qi Tian

  • A Siamese Long Short-Term Memory Architecture for Human Re-Identification. Rahul Rama Varior, Bing Shuai, Jiwen Lu, Dong Xu, Gang Wang

ECCV 2014

  • Salient Color Names for Person Re-Identification. Yang Yang, Jimei Yang, Junjie Yan, Shengcai Liao, Dong Yi, Stan Li

  • Person Re-Identification by Video Ranking. Taiqing Wang, Shaogang Gong, Xiatian Zhu, Shengjin Wang

  • Person Re-Identification using Kernel-based Metric Learning Methods. Fei Xiong, Mengran Gou, Octavia Camps, Mario Sznaier

ECCV 2014 Workshop on Visual Surveillance and Re-identification

  • A Novel Visual Word Co-occurrence Model for Person Re-identification. Ziming Zhang, Yuting Chen, Venkatesh Saligrama.

  • Saliency Weighted Features for Person Re-identification. Niki Martinel, Christian Micheloni, Gian Luca Foresti.

  • Joint Learning for Attribute-Consistent Person Re-Identification. Sameh Khamis, Cheng-Hao Kuo, Vivek K.Singh, Vinay D.Shet, Larry S.Davis.

BMVC

BMVC 2018

  • Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification. **

  • Deep Association Learning for Unsupervised Video Person Re-identification. **

BMVC 2017

  • Person Re-Identification by Localizing Discriminative Regions. Tanzila Rahman, Mrigank Rochan, Yang Wang

  • Deep Reinforcement Learning Attention Selection For Person Re-Identification. Xu Lan, HangXiao Wang, Shaogang Gong, Xiatian Zhu

  • Key Person Aided Re-identification in Partially Ordered Pedestrian Set. Chen Chen, Min Cao, Silong Peng

  • Divide and Fuse: A Re-ranking Approach for Person Re-identification. Rui Yu, Zhichao Zhou, Song Bai, Xiang Bai

  • Cross-View GAN Based Vehicle Generation for Re-identification. Yi Zhou, Ling Shao

  • Efficient Video Summarization Using Principal Person Appearance for Video-Based Person Re-Identification. Seongro Yoon, Furqan Khan, Francois Bremond

BMVC 2016

  • Person Re-identification in Appearance Impaired Scenarios. Mengran Gou, Xikang Zhang, Angels Rates-Borras, Sadjad Asghari-Esfeden, Octavia I. Camps, Mario Sznaier

  • Highly Efficient Regression for Scalable Person Re-Identification. Hanxiao Wang, Shaogang Gong, Tao Xiang

BMVC 2015

  • Kernelized View Adaptive Subspace Learning for Person Re-identification. Qin Zhou, Shibao Zheng, Hang Su, Hua Yang, Yu Wang, Shuang Wu

  • Dictionary Learning with Iterative Laplacian Regularisation for Unsupervised Person Re-identification. Elyor Kodirov, Tao Xiang, Shaogang Gong

  • Multi-Shot Human Re-Identification Using Adaptive Fisher Discriminant Analysis. Yang Li, Ziyan Wu, Srikrishna Karanam, Richard J. Radke

BMVC 2014

  • Re-id: Hunting Attributes in the Wild. Ryan Layne, Timothy M. Hospedales, Shaogang Gong

  • Unsupervised Learning of Generative Topic Saliency for Person Re-identification. Hanxiao Wang, Shaogang Gong, Tao Xiang

  • Open-world Person Re-Identification by Multi-Label Assignment Inference. Brais Cancela, Timothy M. Hospedales, Shaogang Gong

ICPR

ICPR 2014

  • Deep Metric Learning for Person Re-Identification. Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li.PDF

AAAI

AAAI 2019

  • Horizontal Pyramid Matching for Person Re-identification. Yang Fu, Yunchao Wei, Yuqian Zhou, Honghui Shi, Gao Huang, Xinchao Wang, Zhiqiang Yao, Thomas Huang

  • Spatial-Temporal Person Re-identification. Guangcong Wang, Jianhuang Lai, Peigen Huang, Xiaohua Xie

  • Learning Resolution-Invariant Deep Representations for Person Re-Identification. Yun-Chun Chen, Yu-Jhe Li, Xiaofei Du, Yu-Chiang Frank Wang

  • Learning Incremental Triplet Margin for Person Re-identification. Yingying Zhang, Qiaoyong Zhong, Liang Ma, Di Xie, Shiliang Pu

  • Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification. Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi

  • A Bottom-Up Clustering Approach to Unsupervised Person Re-identification. Yutian Lin, Xuanyi Dong, Liang Zheng, Yan Yan, Yi Yang

  • HSME: Hypersphere Manifold Embedding for Visible Thermal Person Re-identification. Yi Hao, Nannan Wan, Li Jie, Xinbo Gao

  • STA: Spatial-Temporal Attention for Large-Scale Video-based Person Re-Identification. Yang Fu, Xiaoyang Wang, Yunchao Wei, Thomas Huang

  • Multi-scale 3D Convolution Network for Video Based Person Re-Identification. Jianing Li, Shiliang Zhang, Tiejun Huang

  • Spatial and Temporal Mutual Promotion for Video-based Person Re-identification. Yiheng Liu, Zhenxun Yuan, Wengang Zhou, Houqiang Li

AAAI 2018

  • Cross-View Person Identification by Matching Human Poses Estimated with Confidence on Each Body Joint. Guoqiang Liang, Xuguang Lan, Kang Zheng, Song Wang, Nanning Zheng

  • Deep Low-Resolution Person Re-Identification. Jiening Jiao, Wei-Shi Zheng, Ancong Wu, Xiatian Zhu, Shaogang Gong

  • Discriminative Semi-coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification. Kai Li, Zhengming Ding, Sheng Li, Yun Fu

  • Graph Correspondence Transfer for Person Re-identification. Qin Zhou, Heng Fan, Shibao Zheng, Hang Su, Xinzhe Li, Shuang Wu, Haibin Ling

  • Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification. Zheng Li, Ying Wei, Yu Zhang, Qiang Yang

  • Multi-Channel Pyramid Person Matching Network for Person Re-Identification. Chaojie Mao, Yingming Li, zhongfei Zhang, yaqing Zhang, Xi Li

  • Multi-rate Gated Recurrent Convolutional Networks for Video-Based Pedestrian Re-Identification. Zhihui Li, Lina Yao, Feiping Nie, Dingwen Zhang, Min Xu

  • Region-based Quality Estimation Network for Large-scale Person Re-identification. Guanglu Song, Biao Leng, Yu Liu, Congrui Hetang, Shaofan Cai

  • Semi-supervised Bayesian Attribute Learning for Person Re-identification. Wenhe Liu, Ling Chen, Xiaojun Chang, Yi Yang

  • Temporal-Enhanced Convolutional Network for Person Re-identification. Yang Wu, Jie Qiu, Jun Takamatsu, Tsukasa Ogasawara

  • Video-based Person Re-identification via Self Paced Weighting. Wenjun Huang, Chao Liang, Yi Yu, Zheng Wang, Weijian Ruan, Ruimin Hu

AAAI 2017

  • A Multi-Task Deep Network for Person Re-Identification. Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang

  • Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification. Yang Yang, Longyin Wen, Siwei Lyu, Stan Z. Li

  • Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image. Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Yunhong Wang, Wangmeng Zuo, Wei-Shi Zheng

AAAI 2016

  • Large Scale Similarity Learning Using Similar Pairs for Person Verification. Yang Yang, Shengcai Liao, Zhen Lei, Stan Z. Li

  • Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation. Yang Yang, Zhen Lei, Shifeng Zhang, Hailin Shi, Stan Z. Li

  • DARI: Distance metric And Representation Integration for Person Verification. Guangrun Wang, Liang Lin, Shengyong Ding, Ya Li, Qing Wang

AAAI 2015

  • Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification. Lan Wei, Yonghong Tian, Yaowei Wang, Tiejun Huang

NIPS 2016

  • Deep Neural Networks with Inexact Matching for Person Re-Identification. Arulkumar Subramaniam, Moitreya Chatterjee, Anurag Mittal.

NIPS 2018

  • FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification. **

IJCAI

IJCAI 2018

  • Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification. heng Wang, Mang Ye, Fan Yang, Xiang Bai, Shin’ichi Satoh

  • Adversarial Attribute-Image Person Re-identification. Zhou Yin, Wei-Shi Zheng, Ancong Wu, Hong-Xing Yu, Hai Wan, Xiaowei Guo, Feiyue Huang, Jianhuang Lai

  • Learning with Sparse and Biased Feedback for Personal Search. Michael Bendersky, Xuanhui Wang, Marc Najork, Donald Metzler

  • Deep View-Aware Metric Learning for Person Re-Identification. Pu Chen, Xinyi Xu, Cheng Deng

  • Cross-Modality Person Re-Identification with Generative Adversarial Training. Pingyang Dai, Rongrong Ji, Haibin Wang, Qiong Wu, Yuyu Huang

  • SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification. Kun Yuan, Qian Zhang, Chang Huang, Shiming Xiang, Chunhong Pan

  • Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking. Mang Ye, Zheng Wang, Xiangyuan Lan, Pong C. Yuen

IJCAI 2017

  • Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification. De Cheng, Xiaojun Chang, Li Liu, Alexander Hauptmann, Yihong Gong, Nanning Zheng

  • Person Re-Identification by Deep Joint Learning of Multi-Loss Classification. Wei Li, Xiatian Zhu, Shaogang Gong

IJCAI 2016

  • Learning Cross-View Binary Identities for Fast Person Re-Identification. Feng Zheng, Ling Shao

  • Scale-Adaptive Low-Resolution Person Re-Identification via Learning a Discriminating Surface. Zheng Wang, Ruimin Hu, Yi Yu, Junjun Jiang, Chao Liang, Jinqiao Wang

  • Semantics-Aware Deep Correspondence Structure Learning for Robust Person Re-Identification. Yaqing Zhang, Xi Li, Liming Zhao, Zhongfei Zhang

  • Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics. Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Hui Feng

IJCAI 2015

  • Cross-View Projective Dictionary Learning for Person Re-Identification. Sheng Li, Ming Shao, Yun Fu

  • Mirror Representation for Modeling View-Specific Transform in Person Re-Identification. Ying-Cong Chen, Wei-Shi Zheng, Jianhuang Lai