jrcao / personreid

papers about person reid via deep learning

Person ReID

Papers about "Person Re-Identification" via deep learning methods 行人重识别深度学习方法相关论文整理

Content 目录

• Conference Papers
  • 2019: ICCV2019 ; IJCAI2019 ; AAAI2019 ; CVPR2019
  • 2018: TOMM2018 ; CVPR2018 ; ECCV2018
  • 2017: ICCV2017 ; TOMM2017 ; CVPR2017
  • 2016: ICPR2016 ; ECCV2016 ; CVPR2016
  • 2015: CVPR2015 ; ICCV2015
  • 2014: ICPR2014 ; CVPR2014
• Journal Papers
  • 2017: Oct Jan
  • 2016: Oct
  • 2015: Apr
• arXiv
  • 2016: Jun
• data

Conference Papers

2019

ICCV2019

• View Confusion Feature Learning for Person Re-identification [pdf]
• Recover and Identify:A Generative Dual Model for Cross-Resolution Person Re-Identification [pdf]
• Mixed High-Order Attention Network for Person Re-Identification [pdf] [code-pytorch]
• Temporal Knowledge Propagation for Image-to-Video Person Re-identification [pdf]
• ABD-Net: Attentive but Diverse Person Re-Identification [pdf] [code-pytorch]
• Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation [pdf]
• Second-order Non-local Attention Networks for Person Re-identification [pdf]
• Intra-Camera Supervised Person Re-Identification: A New Benchmark [pdf] iccv19 workshop
• Global-Local Temporal Representations For Video Person Re-Identification [pdf]
• advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns [pdf]
• SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification [pdf]
• HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions [pdf] [code-pytorch]
• Spectral feature transformation for person re-identification [pdf] [code-MXNet]

IJCAI2019

• Progressive Transfer Learning for Person Re-identification [pdf]
• HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning [pdf]
• Resolution-invariant Person Re-Identification [pdf]
• Color-Sensitive Person Re-Identification [pdf]
• LRDNN: Local-refining based Deep Neural Network for Person Re-Identification with Attribute Discerning [pdf]
• A Part Power Set Model for Scale-Free Person Retrieval [pdf]

AAAI2019

• Learning Resolution-Invariant Deep Representations for Person Re-Identification pdf]

CVPR2019

• Distilled Person Re-Identification: Towards a More Scalable System [PDF] [Review]
  • Authors: Ancong Wu, Wei-Shi Zheng, Xiaowei Guo, Jian-Huang Lai
• Patch-Based Discriminative Feature Learning for Unsupervised Person Re-Identification [PDF] [code-pytorch]
  • Authors: Qize Yang, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng
• Unsupervised Person Re-Identification by Soft Multilabel Learning [PDF] [code-pytorch]
  • Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, Jian-Huang Lai
• Densely Semantically Aligned Person Re-Identification [PDF]
  • Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen
• Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification [PDF]
  • Yiru Zhao, Xu Shen, Zhongming Jin, Hongtao Lu, Xian-sheng Hua
• Joint Discriminative and Generative Learning for Person Re-Identification [PDF] [code-pytorch] [blog-by-author]
  • [Zhedong Zheng], Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz
• Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training [PDF] [review]
  • Feng Zheng, Cheng Deng, Xing Sun, Xinyang Jiang, Xiaowei Guo, Zongqiao Yu, Feiyue Huang, Rongrong Ji
• Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification [PDF] [code-pytorch]
  • Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang
• Re-Ranking via Metric Fusion for Object Retrieval and Person Re-Identification [PDF]
  • Song Bai, Peng Tang, Philip H.S. Torr, Longin Jan Latecki
• Interaction-And-Aggregation Network for Person Re-Identification [PDF]
  • Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, Xilin Chen
• VRSTC: Occlusion-Free Video Person Re-Identification [PDF]
  • Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, Xilin Chen
• Adaptive Transfer Network for Cross-Domain Person Re-Identification [PDF]
  • Jiawei Liu, Zheng-Jun Zha, Di Chen, Richang Hong, Meng Wang
• Weakly Supervised Person Re-Identification [PDF]
  • Jingke Meng, Sheng Wu, Wei-Shi Zheng
• Generalizable Person Re-Identification by Domain-Invariant Mapping Network [PDF]
  • Jifei Song, Yongxin Yang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales
• Dissecting Person Re-Identification From the Viewpoint of Viewpoint [PDF]
  • Xiaoxiao Sun, Liang Zheng
• AANet: Attribute Attention Network for Person Re-Identifications [PDF]
  • Chiat-Pin Tay, Sharmili Roy, Kim-Hui Yap
• Learning to Reduce Dual-Level Discrepancy for Infrared-Visible Person Re-Identification [PDF]
  • Zhixiang Wang, Zheng Wang, Yinqiang Zheng, Yung-Yu Chuang, Shin'ichi Satoh
• Unsupervised Person Re-Identification With Iterative Self-Supervised Domain Adaptation [workshop] [pdf]

2018

CVPR2018

• Camera Style Adaptation for Person Re-identification
  • Authors: Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang
  • [Paper] [code-pytorch]
• Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
  • Authors: Weijian Deng, Liang Zheng, Guoliang Kang, Yi Yang, Qixiang Ye, and Jianbin Jiao
  • [Paper] [code-caffe]
• Person transfer gan to bridge domain gap for person reidentification
  • [PDF]
• Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification
  • [PDF]

TOMM2018

• Unsupervised Person Re-identification: Clustering and Fine-tuning
  • Authors: Hehe Fan, Liang Zheng, Chenggang Yan, Yi Yang
  • [Paper] [Project] [论文笔记]

ECCV2018

• Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline) [code-pytorch]
• Generalizing a person retrieval model hetero-and homogeneously
  • [PDF] [code-pytprch]

2017

CVPR2017

• Person Re-identification in the Wild
  • Authors: Liang Zheng1, Hengheng Zhang2, Shaoyan Sun3, Manmohan Chandraker4, Yi Yang1, Qi Tian2
  • Affiliation:
    1 University of Technology Sydney
    2 UTSA
    3 USTC
    4 UCSD & NEC Labs
• Unifying identification and context learning for person recognition
• Re-ranking Person Re-identification with k-reciprocal Encoding [pdf] [code-caffe/matcaffe]
  • Authors:Zhun Zhong, Liang Zheng, Donglin Cao,Shaozi Li

ICCV2017

• Pose-driven Deep Convolutional Model for Person Re-identification
  • Authors: Chi Su¹, Jianing Li¹, Shiliang Zhang¹, Junliang Xing², Wen Gao¹, Qi Tian³
  • Affliations:
    1 School of Electronics Engineering and Computer Science, Peking University, China
    2 National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China
    3 Department of Computer Science, University of Texas at San Antonio, San Antonio, USA
  • [PDF]
• SVDNet forPedestrian Retrieval
  • Authors:
  • Affiliation:
  • [paper] [project] [blog] [视频讲解]

TOMM2017

• A Discriminatively Learned CNN Embedding for Person Re-identification
  • Authors: Zhedong Zheng, Liang Zheng, Yi Yang
  • [Paper] [Project]

2016

ICPR2016

• Person re-identification using CNN features learned from combination of attributes
  • Authors: Tetsu Matsukawa, Einoshin Suzuki
  • Affliation: Faculty of Information Science and Electrical Engineering (ISEE), Kyushu University, Japan(日本九州大学)
  • [Paper] [论文笔记]

ECCV2016

• MARS: A Video Benchmark for Large-Scale Person Re-identification 未读
  • Authors: Liang Zheng*, Zhi Bie*, Yifan Sun*, Jingdong Wang, Shengjin Wang, Chi Su, and Qi Tian
  • Affliations: Research School of Computer Science, Australian National University
• A Siamese Long Short-Term Memory Architecture for Human Re-Identification
  • Authors: Rahul Rama Varior^a, Bing Shuai^a, Jiwen Lu^b, Dong Xu^c, Gang Wang^a
  • Affiliations:
    1. School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore.
    2. Department of Automation, Tsinghua University, Beijing, China.
    3. School of Electrical and Information Engineering, University of Sydney, Sydney, Australia.
  • [Paper] [论文笔记]
• Deep attributes driven multi-camera person re-identification
  • Authors: Chi Su^a, Shiliang Zhang^a, Junliang Xing^b, Wen Gao^a and Qi Tian^c
  • Affiliations:
    1. Peking University, Beijing, China.
    2. Chinese Academy of Sciences, Beijing, China
    3. Department of Computer Science, University of Texas at San Antonio, USA
  • [Paper]

CVPR2016

• Person re-identifcation by multi-channel parts-based cnn with improved triplet loss function
  • Authors: De Cheng, Yihong Gong, Sanping Zhou, Jinjun Wang, Nanning Zheng
  • Affiliations: Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University,Xi’an, Shaanxi, P.R. China
  • [Paper] [论文笔记]
• Learning deep feature representations with domain guided dropout for person re-identifcation
  • Authors: Tong Xiao, Hongsheng Li, Wanli Ouyang, Xiaogang Wang
  • [Paper] [Project] [论文笔记]

2015

ICCV2015

• Scalable Person Re-identification: A Benchmark
  • Authors: Liang Zheng^a,c, Liyue Shen^a, Lu Tian^a, Shengjin Wang^a, Jingdong Wang^c, Qi Tian^b
  • Affiliations:
    1. Tsinghua University
    2. Microsoft Research
    3. University of Texas at San Antonio
  • [paper] [论文笔记]

CVPR2015

• An Improved Deep Learning Architecture for Person Re-Identification
  • Authors & Affiliation:
    • Ejaz Ahmed (from University of Maryland)
    • Michael Jones and Tim K. Marks (from Mitsubishi Electric Research Labs)
  • [paper] [project] [论文笔记]
• Person re-identification by local maximal occurrence representation and metric learning
  • 这篇文章用传统方法达到了远超state of the art的结果，值得借鉴
  • [Paper] [Project]

2014

ICPR2014

• Deep Metric Learning for Person Re-Identification
  • Authors: Dong Yi, Zhen Lei, Shengcai Liao and Stan Z. Li
  • Affiliation: Center for Biometrics and Security Research & National Laboratory of Pattern Recognition Institute of Automation, Chinese Academy of Sciences (CASIA)
  • [paper] [论文笔记]

CVPR2014

• DeepReID: Deep Filter Pairing Neural Network for Person Re-Identification
  • Authors: Wei Li, Rui Zhao, Tong Xiao, Xiaogang Wang*
  • Affiliation: The Chinese University of Hong Kong, Hong Kong
  • [paper] [论文笔记]

Journal Papers

2019

• Person Re-identification in Aerial Imagery [pdf]
  • IEEE TRANSACTIONS ON MULTIMEDIA

2017

October

• Part-based deep hashing for large-scale person re-identification
  • Authors: Fuqing Zhu, Xiangwei Kong, Liang Zheng, Haiyan Fu, Qi Tian
  • IEEE Transactions on Image Processing 26 (10), 4806-4817, 2017
  • [Project]

January

• Pose Invariant Embedding for Deep Person Re-identification
  • Authors: Liang Zheng^a, Yujia Huang^b, Huchuan Lu^c, Yi Yang†^a
  • Affiliations:
    1. University of Technology Sydney
    2. CMU
    3. Dalian University of Technology
  • IEEE Transactions on Image Processing, PP(99)

2016

October

• Person Re-identification: Past, Present and Future
  • Authors: Liang Zheng, Yi Yang, Alexander G. Hauptmann
  • Affiliation: the Centre for Quantum Computation and Intelligent Systems, University of Technology at Sydney, NSW, Australia.
  • [paper] [论文笔记]

2015

April

• Deep feature learning with relative distance comparison for person re-identification
  • Pattern Recognition
  • [paper]

arXiv

2016

June

• PersonNet: Person Re-identification with Deep Convolutional Neural Networks
  • [paper] [论文笔记]

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