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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
DINOv2 Driven Gait Representation Learning for Video-Based Visible-Infrared Person Re-identification Yujie Yang Shuang Li Jun Ye Neng Dong Fan Li Huafeng Li 32 0 0 06 Nov 2025
Modality-Transition Representation Learning for Visible-Infrared Person Re-Identification Chao Yuan Zanwu Liu G. Zhang Haoxuan Xu Yujian Zhao Guanglin Niu Bo Li 60 0 0 04 Nov 2025
PCD-ReID: Occluded Person Re-Identification for Base Station Inspection Ge Gao Zishuo Gao Hongyan Cui Zhiyang Jia Zhuang Luo ChaoPeng Liu 12 0 0 03 Nov 2025
GSAlign: Geometric and Semantic Alignment Network for Aerial-Ground Person Re-Identification Qiao Li J. Li Yukang Zhang Lei Tan Jing Chen Jiayi Ji 16 0 0 25 Oct 2025
Attentive Convolution: Unifying the Expressivity of Self-Attention with Convolutional Efficiency Hao Yu H. G. Chen Yan Jiang Wei Peng Zhaodong Sun Samuel Kaski Guoying Zhao 37 0 0 23 Oct 2025
FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification Zhen Sun Lei Tan Yunhang Shen Chengmao Cai Xing Sun Pingyang Dai Liujuan Cao Rongrong Ji 20 0 0 17 Oct 2025
Emergent AI Surveillance: Overlearned Person Re-Identification and Its Mitigation in Law Enforcement Context An Thi Nguyen Radina Stoykova Eric Arazo 49 0 0 07 Oct 2025
Looking Alike From Far to Near: Enhancing Cross-Resolution Re-Identification via Feature Vector Panning Zanwu Liu Chao Yuan Bo Li Xiaowei Zhang Guanglin Niu 40 0 0 01 Oct 2025
Towards Anytime Retrieval: A Benchmark for Anytime Person Re-IdentificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Xulin Li Yan Lu B. Liu J. Li Qinhong Yang Tao Gong Qi Chu Mang Ye Nenghai Yu 52 0 0 20 Sep 2025
Hierarchical Identity Learning for Unsupervised Visible-Infrared Person Re-Identification Haonan Shi Yubin Wang De Cheng Lingfeng He Nannan Wang X. Gao 60 0 0 15 Sep 2025
TrueSkin: Towards Fair and Accurate Skin Tone Recognition and Generation Haoming Lu SyDa 42 0 0 13 Sep 2025
Similarity-based Outlier Detection for Noisy Object Re-Identification Using Beta Mixtures Waqar Ahmad Evan Murphy Vladimir A. Krylov 60 0 0 10 Sep 2025
Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification Taha Mustapha Nehdi Nairouz Mrabah Atif Belal M. Pedersoli Mohammadhadi Shateri MoMe 65 0 0 09 Aug 2025
MMReID-Bench: Unleashing the Power of MLLMs for Effective and Versatile Person Re-identification Jinhao Li Z. Chen Lirong Deng Changbo Wang Guangtao Zhai 40 0 0 09 Aug 2025
Attribute Guidance With Inherent Pseudo-label For Occluded Person Re-identification Rui Zhi Zhen Yang Haiyang Zhang 60 0 0 07 Aug 2025
CORE-ReID: Comprehensive Optimization and Refinement through Ensemble fusion in Domain Adaptation for person re-identification Trinh Quoc Nguyen Oky Dicky Ardiansyah Prima Katsuyoshi Hotta 57 3 0 05 Aug 2025
SMART-Ship: A Comprehensive Synchronized Multi-modal Aligned Remote Sensing Targets Dataset and Benchmark for Berthed Ships Analysis Chen-Chen Fan Peiyao Guo Linping Zhang Kehan Qi Haolin Huang Yong-Qiang Mao Yuxi Suo Zhizhuo Jiang Yu Liu You He 36 0 0 04 Aug 2025
Pr $^2$ R: Information-Fused and Style-Aware Privacy-Preserving Replay for Lifelong Person Re-Identification Mingyu Wang Haojie Liu Zhiyong Li Wei Jiang 84 0 0 03 Aug 2025
AG-VPReID.VIR: Bridging Aerial and Ground Platforms for Video-based Visible-Infrared Person Re-ID Huy Nguyen Kien Nguyen Akila Pemasiri Akmal Jahan Clinton Fookes Sridha Sridharan 70 1 0 24 Jul 2025
The Early Bird Identifies the Worm: You Can't Beat a Head Start in Long-Term Body Re-ID (ECHO-BID) Thomas M. Metz Matthew Q. Hill A. O’toole 82 0 0 23 Jul 2025
Evolution of ReID: From Early Methods to LLM Integration Amran Bhuiyan Mizanur Rahman Md Tahmid Rahman Laskar Aijun An Jimmy Xiangji Huang VLM 113 0 0 16 Jun 2025
Polyra Swarms: A Shape-Based Approach to Machine Learning Simon Klüttermann Emmanuel Müller 86 0 0 16 Jun 2025
Domain Generalization for Person Re-identification: A Survey Towards Domain-Agnostic Person Matching Hyeonseo Lee Juhyun Park Jihyong Oh Chanho Eom OOD 83 2 0 14 Jun 2025
ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model Jialong Zuo Yongtai Deng Mengdan Tan Rui Jin Dongyue Wu Nong Sang Liang Pan Changxin Gao 126 0 0 11 Jun 2025
SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark Rui Wen Yiyong Liu Michael Backes Yang Zhang AAML 92 0 0 09 Jun 2025
Video-Level Language-Driven Video-Based Visible-Infrared Person Re-IdentificationIEEE Transactions on Information Forensics and Security (TIFS), 2025 Shuang Li Jiaxu Leng Changjiang Kuang Mingpi Tan Xinbo Gao 158 3 0 03 Jun 2025
NEXT: Multi-Grained Mixture of Experts via Text-Modulation for Multi-Modal Object Re-Identification Shihao Li Chenglong Li Aihua Zheng Andong Lu Jin Tang 379 0 0 26 May 2025
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey MD. Rashidunnabi Kailash A. Hambarde Hugo Proença OOD CML 168 0 0 26 May 2025
ICPL-ReID: Identity-Conditional Prompt Learning for Multi-Spectral Object Re-IdentificationIEEE transactions on multimedia (TMM), 2025 Shihao Li Chenglong Li Aihua Zheng Jin Tang Bin Luo 147 2 0 23 May 2025
TPT-Bench: A Large-Scale, Long-Term and Robot-Egocentric Dataset for Benchmarking Target Person Tracking Hanjing Ye Yu Zhan Weixi Situ Guangcheng Chen Jingwen Yu Kuanqi Cai Kuanqi Cai Arash Ajoudani H. Zhang 198 2 0 12 May 2025
Base-Detail Feature Learning Framework for Visible-Infrared Person Re-IdentificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Zhihao Gong Lian Wu Yong Xu 153 0 0 06 May 2025
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-IdentificationIEEE Transactions on Information Forensics and Security (TIFS), 2025 Yongxiang Li Yuan Sun Yang Qin Dezhong Peng Xi Peng Peng Hu 289 2 0 05 May 2025
Person detection and re-identification in open-world settings of retail stores and public spaces Branko Brkljač Milan Brkljač 129 1 0 01 May 2025
Semantic-Aligned Learning with Collaborative Refinement for Unsupervised VI-ReIDInternational Journal of Computer Vision (IJCV), 2025 De Cheng Lingfeng He N. Wang Xiaoxu Feng X. Gao 288 4 0 27 Apr 2025
ShapeSpeak: Body Shape-Aware Textual Alignment for Visible-Infrared Person Re-Identification Shuanglin Yan Neng Dong Shuang Li Rui Yan Hao Tang Jing Qin 729 0 0 25 Apr 2025
Collaborative Enhancement Network for Low-quality Multi-spectral Vehicle Re-identification Aihua Zheng Yongqi Sun Zi Wang Chenglong Li Jin Tang 176 0 0 21 Apr 2025
Reliable Multi-Modal Object Re-Identification via Modality-Aware Graph Reasoning Xixi Wan Aihua Zheng Zi Wang Bo Jiang Jin Tang Jixin Ma 212 0 0 21 Apr 2025
LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification Yiding Lu Mouxing Yang Dezhong Peng Peng Hu Yijie Lin Xi Peng 812 1 0 14 Apr 2025
SD-ReID: View-aware Stable Diffusion for Aerial-Ground Person Re-Identification Xiang Hu Silong Yong Yuhao Wang Bin Yan Huchuan Lu 178 1 0 13 Apr 2025
LATex: Leveraging Attribute-based Text Knowledge for Aerial-Ground Person Re-Identification Xiang Hu Yuhao Wang Silong Yong Huchuan Lu VLM 249 2 0 31 Mar 2025
Strong Baseline: Multi-UAV Tracking via YOLOv12 with BoT-SORT-ReID Yu-Hsi Chen 215 3 0 21 Mar 2025
Multi-modal Multi-platform Person Re-Identification: Benchmark and Method Ruiyang Ha Songyi Jiang Bin Li Bikang Pan Yihang Zhu Junjie Zhang Xiatian Zhu S. Gong Jingya Wang 167 2 0 21 Mar 2025
Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-IdentificationAAAI Conference on Artificial Intelligence (AAAI), 2025 Wenbo Dai Lijing Lu Zhihang Li 187 5 0 16 Mar 2025
L2RW+: A Comprehensive Benchmark Towards Privacy-Preserved Visible-Infrared Person Re-Identification Yan Jiang Hao Yu Mengting Wei Zhaodong Sun Haoyu Chen Xu Cheng Guoying Zhao 172 1 0 15 Mar 2025
SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground NetworksComputer Vision and Pattern Recognition (CVPR), 2025 S. Wang Yunlong Wang Ruiqi Wu Bingliang Jiao Wenxuan Wang Peng Wang 217 5 0 10 Mar 2025
Prompt-driven Transferable Adversarial Attack on Person Re-Identification with Attribute-aware Textual Inversion Yuan Bian Min Liu Yunqi Yi Xueping Wang Yaonan Wang AAML 246 0 0 27 Feb 2025
Dissecting Human Body Representations in Deep Networks Trained for Person IdentificationIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 Thomas M. Metz Matthew Q. Hill Blake Myers Veda Nandan Gandi Rahul Chilakapati A. O’toole CVBM 3DH 141 2 0 21 Feb 2025
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-ClassesNeural Information Processing Systems (NeurIPS), 2024 T. Lentsch Holger Caesar D. Gavrila 3DPC 206 12 0 20 Feb 2025
Exploring the Camera Bias of Person Re-identificationInternational Conference on Learning Representations (ICLR), 2025 Myungseo Song Jin Woo Park Jong-Seok Lee 231 1 0 17 Feb 2025
Unsupervised Structural-Counterfactual Generation under Domain Shift Krishn Vishwas Kher Lokesh Venkata Siva Maruthi Badisa Saksham Mittal Kusampudi Venkata Datta Sri Harsha Chitneedi Geetha Sowmya SakethaNath Jagarlapudi OOD CML 111 0 0 17 Feb 2025