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Deep Learning for Person Re-identification: A Survey and Outlook

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020

13 January 2020

Papers citing "Deep Learning for Person Re-identification: A Survey and Outlook"

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Title
Disentangled Representation Learning for Text-Video Retrieval Qiang Wang Yanhao Zhang Yun Zheng Pan Pan Xiansheng Hua 128 96 0 14 Mar 2022
Differentiated Relevances Embedding for Group-based Referring Expression Comprehension Fuhai Chen Xuri Ge Xiaoshuai Sun Yue Gao Jianzhuang Liu Feiyue Huang Rongrong Ji 147 0 0 12 Mar 2022
Federated and Generalized Person Re-identification through Domain and Feature Hallucinating Fengxiang Yang Zhun Zhong Zhiming Luo Shaozi Li Andrii Zadaianchuk FedML OOD 141 8 0 05 Mar 2022
Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-IdentificationAAAI Conference on Artificial Intelligence (AAAI), 2022 Jiawei Liu Zhipeng Huang Liang-Sheng Li Kecheng Zheng Zhengjun Zha 210 29 0 03 Mar 2022
Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains Yongxing Dai Yifan Sun Jun Liu Zekun Tong Yi Yang Ling-yu Duan 129 12 0 03 Mar 2022
Cross-Modality Earth Mover's Distance for Visible Thermal Person Re-IdentificationAAAI Conference on Artificial Intelligence (AAAI), 2022 Yongguo Ling Zhun Zhong Donglin Cao Zhiming Luo Yaojin Lin Shaozi Li Andrii Zadaianchuk 129 31 0 03 Mar 2022
Person Re-identification: A Retrospective on Domain Specific Open Challenges and Future TrendsPattern Recognition (Pattern Recogn.), 2022 Asma Zahra N. Perwaiz Muhammad Shahzad M. Fraz 320 71 0 26 Feb 2022
Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalIEEE Transactions on Industrial Informatics (IEEE TII), 2022 Xianghao Zang Ge Li Wei-Nan Gao ViT 169 60 0 12 Feb 2022
Open-set Adversarial Defense with Clean-Adversarial Mutual LearningInternational Journal of Computer Vision (IJCV), 2022 Rui Shao Pramuditha Perera Pong C. Yuen Vishal M. Patel AAML 150 36 0 12 Feb 2022
Unsupervised Long-Term Person Re-Identification with Clothes ChangeIEEE International Conference on Network Infrastructure and Digital Content (ICNIDC), 2022 Mingkun Li Shupeng Cheng Peng Xu Xiatian Zhu Chun-Guang Li Jun Guo OOD 171 3 0 07 Feb 2022
Feature Diversity Learning with Sample Dropout for Unsupervised Domain Adaptive Person Re-identification Chunren Tang Dingyu Xue Dongyue Chen 164 3 0 25 Jan 2022
A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identificationIEEE transactions on multimedia (IEEE TMM), 2022 Lei Qi Lei Wang Yinghuan Shi Xing-xiao Geng 129 26 0 24 Jan 2022
RealGait: Gait Recognition for Person Re-Identification Shaoxiong Zhang Yunhong Wang Tianrui Chai Annan Li Anil K. Jain CVBM 113 17 0 13 Jan 2022
On Exploring Pose Estimation as an Auxiliary Learning Task for Visible-Infrared Person Re-identificationNeurocomputing (Neurocomputing), 2022 Yunqi Miao Nianchang Huang Xiao Ma Qiang Zhang Jungong Han 165 21 0 11 Jan 2022
The State of Aerial Surveillance: A Survey Kien Nguyen Thanh Clinton Fookes Sridha Sridharan Yingli Tian Feng Liu Xiaoming Liu Arun Ross 199 31 0 09 Jan 2022
Multi-Domain Joint Training for Person Re-Identification Lu Yang Lingqiao Liu Yunlong Wang Peng Wang Yanning Zhang OOD 131 2 0 06 Jan 2022
TAGPerson: A Target-Aware Generation Pipeline for Person Re-identificationACM Multimedia (MM), 2021 Kai Chen Weihua Chen Tao He Rong Du Fan Wang Xiuyu Sun Yuchen Guo Guiguang Ding 140 9 0 28 Dec 2021
A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-IdentificationComputer Vision and Image Understanding (CVIU), 2021 Fabian Dubourvieux Romaric Audigier Angélique Loesch Samia Ainouz S. Canu 259 8 0 24 Dec 2021
Camera-aware Style Separation and Contrastive Learning for Unsupervised Person Re-identificationIEEE International Conference on Multimedia and Expo (ICME), 2021 Xuekai Li Tengfei Liang Yi Jin Tao Wang Yidong Li 157 6 0 19 Dec 2021
Adaptive Affinity for Associations in Multi-Target Multi-Camera Tracking Yunzhong Hou Zhongdao Wang Shengjin Wang Liang Zheng 196 3 0 14 Dec 2021
Persistent Animal Identification Leveraging Non-Visual Markers Michael P. J. Camilleri Li Zhang R. Bains Andrew Zisserman Christopher K. I. Williams 296 5 0 13 Dec 2021
Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification Lin Wan Qianyan Jing Zongyuan Sun Chuan Zhang Zhihang Li Yehansen Chen SSL 166 8 0 12 Dec 2021
Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework Lei Qi Jiaqi Liu Lei Wang Yinghuan Shi Xing-xiao Geng OOD 130 16 0 30 Nov 2021
PGGANet: Pose Guided Graph Attention Network for Person Re-identification Zhi-Fen He Hongbo Zhao W. Feng 3DH 3DPC 158 2 0 29 Nov 2021
TAL: Two-stream Adaptive Learning for Generalizable Person Re-identificationInternational Journal of Automation and Computing (IJAC), 2021 Manwen Liao Junjie Li Tianran Ouyang Jie Qin Bingbing Ni Xiaokang Yang OOD 156 5 0 29 Nov 2021
Unsupervised Domain Adaptive Person Re-Identification via Human Learning Imitation Yang Peng Ping Liu Yawei Luo Pan Zhou Zichuan Xu Jingen Liu OOD 142 1 0 28 Nov 2021
Person Re-identification Method Based on Color Attack and Joint Defence Yunpeng Gong Liqing Huang Lifei Chen AAML 135 63 0 18 Nov 2021
Improving Person Re-Identification with Temporal Constraints J. Dietlmeier Feiyan Hu Frances Ryan Noel E. O'Connor Kevin McGuinness 118 5 0 17 Nov 2021
Fine-Grained Image Analysis with Deep Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Zhiqiang Wang Serge Belongie 201 349 0 11 Nov 2021
MMD-ReID: A Simple but Effective Solution for Visible-Thermal Person ReIDBritish Machine Vision Conference (BMVC), 2021 Chaitra Jambigi Ruchit Rawal Anirban Chakraborty 103 30 0 09 Nov 2021
Benchmarks for Corruption Invariant Person Re-identification Minghui Chen Zhiqiang Wang Feng Zheng 213 33 0 01 Nov 2021
Unsupervised Person Re-Identification with Wireless Positioning under Weak Scene LabelingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yiheng Liu Wen-gang Zhou Qiaokang Xie Houqiang Li 128 8 0 29 Oct 2021
Privacy Aware Person Detection in Surveillance Data Sander De Coninck Sam Leroux Pieter Simoens 96 2 0 28 Oct 2021
A Fast Horizon Detector and a New Annotated Dataset for Maritime Video Processing Yassir Zardoua Boulaala Mohammed Mhamed El Mrabet Astito Abdelali 233 0 0 26 Oct 2021
Decentralised Person Re-Identification with Selective Knowledge AggregationBritish Machine Vision Conference (BMVC), 2021 Shitong Sun Guile Wu S. Gong OOD 79 9 0 21 Oct 2021
MSO: Multi-Feature Space Joint Optimization Network for RGB-Infrared Person Re-IdentificationACM Multimedia (ACM MM), 2021 Yajun Gao Tengfei Liang Yi Jin Xiaoyan Gu Wu Liu Yidong Li Congyan Lang CVBM 135 67 0 21 Oct 2021
Text-Based Person Search with Limited DataBritish Machine Vision Conference (BMVC), 2021 Xiaoping Han Sen He Li Zhang Tao Xiang 151 120 0 20 Oct 2021
CMTR: Cross-modality Transformer for Visible-infrared Person Re-identification Tengfei Liang Yi Jin Yajun Gao Wu Liu Songhe Feng Tao Wang Yidong Li ViT 155 58 0 18 Oct 2021
Improving Unsupervised Domain Adaptive Re-Identification via Source-Guided Selection of Pseudo-Labeling Hyperparameters Fabian Dubourvieux Angélique Loesch Romaric Audigier Samia Ainouz S. Canu 251 6 0 15 Oct 2021
Fine-Grained Adversarial Semi-supervised Learning Daniele Mugnai F. Pernici F. Turchini Marco Bertini 155 9 0 12 Oct 2021
Deep learning-based person re-identification methods: A survey and outlook of recent worksImage and Vision Computing (IVC), 2021 Zhang Ming Min Zhu Xiangkun Wang Jiamin Zhu Junlong Cheng Chengrui Gao Yong-Liang Yang Xiaoyong Wei 379 113 0 10 Oct 2021
MilliTRACE-IR: Contact Tracing and Temperature Screening via mm-Wave and Infrared SensingIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2021 Marco Canil Jacopo Pegoraro Michele Rossi 131 14 0 08 Oct 2021
Text-based Person Search in Full Images via Semantic-Driven Proposal Generation Shizhou Zhang De Cheng Wenlong Luo Yinghui Xing Duo Long Hao Li K. Niu Guoqiang Liang Yanning Zhang 133 11 0 27 Sep 2021
Homogeneous and Heterogeneous Relational Graph for Visible-infrared Person Re-identification Yujian Feng Feng Chen Jian Yu Yimu Ji Leilei Gan Shangdong Liu Xiao-Yuan Jing 122 14 0 18 Sep 2021
Memory Regulation and Alignment toward Generalizer RGB-Infrared Person Feng Chen Leilei Gan Qi Wu Zhiguo Wan 176 8 0 18 Sep 2021
Global-Local Dynamic Feature Alignment Network for Person Re-Identification Zhang Ming Yong-Liang Yang Xiaoyong Wei Jianrong Yan Xiangkun Wang Fengjie Wang Min Zhu CVBM 151 2 0 13 Sep 2021
Unsupervised Domain Adaptive Learning via Synthetic Data for Person Re-identification Qi. Wang Sikai Bai Junyuan Gao Yuan. Yuan Xuelong Li 155 2 0 12 Sep 2021
Privacy-Protecting Techniques for Behavioral Biometric Data: A Survey Simon Hanisch Patricia Arias-Cabarcos Javier Parra-Arnau Thorsten Strufe CVBM 148 4 0 09 Sep 2021
Unsupervised clothing change adaptive person ReIDIEEE Signal Processing Letters (IEEE SPL), 2021 Ziyue Zhang Shuai Jiang Congzhentao Huang Richard Yi Da Xu 140 8 0 08 Sep 2021
Pose-guided Inter- and Intra-part Relational Transformer for Occluded Person Re-IdentificationACM Multimedia (ACM MM), 2021 Zhongxing Ma Yifan Zhao Jia Li ViT 105 61 0 08 Sep 2021