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

13 January 2020

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

50 / 172 papers shown

Title
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 Hong Zhang 28 0 0 12 May 2025
Base-Detail Feature Learning Framework for Visible-Infrared Person Re-Identification Zhihao Gong Lian Wu Yong Xu 46 0 0 06 May 2025
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification Yongxiang Li Yuan Sun Yang Qin Dezhong Peng Xi Peng Peng Hu 35 0 0 05 May 2025
Person detection and re-identification in open-world settings of retail stores and public spaces Branko Brkljač Milan Brkljač 31 0 0 01 May 2025
Semantic-Aligned Learning with Collaborative Refinement for Unsupervised VI-ReID De-Chun Cheng Lingfeng He N. Wang Dingwen Zhang X. Gao 34 0 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 157 0 0 25 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 150 0 0 14 Apr 2025
Strong Baseline: Multi-UAV Tracking via YOLOv12 with BoT-SORT-ReID Yu-Hsi Chen 44 0 0 21 Mar 2025
SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground Networks S. Wang Yunlong Wang Ruiqi Wu Bingliang Jiao Wenxuan Wang Peng Wang 88 1 0 10 Mar 2025
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes T. Lentsch Holger Caesar D. Gavrila 3DPC 97 8 0 20 Feb 2025
Exploring the Camera Bias of Person Re-identification Myungseo Song Jin Woo Park Jong-Seok Lee 67 0 0 17 Feb 2025
MimicGait: A Model Agnostic approach for Occluded Gait Recognition using Correlational Knowledge Distillation Ayush Gupta Rama Chellappa CVBM 43 0 0 28 Jan 2025
Anonymization of Documents for Law Enforcement with Machine Learning Manuel Eberhardinger Patrick Takenaka Daniel Grießhaber J. Maucher 51 0 0 13 Jan 2025
Self-Supervised Partial Cycle-Consistency for Multi-View Matching Fedor Taggenbrock Gertjan Burghouts Ronald Poppe 61 0 0 10 Jan 2025
PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement Chengyou Jia Minnan Luo Zhuohang Dang Guangwen Dai Xiao Chang Yufei Guo DiffM 56 1 0 31 Dec 2024
Data Pruning Can Do More: A Comprehensive Data Pruning Approach for Object Re-identification Zi Yang Haojin Yang Soumajit Majumder Jorge M. Cardoso Guillermo Gallego MoMe VLM 106 1 0 13 Dec 2024
See What You Seek: Semantic Contextual Integration for Cloth-Changing Person Re-Identification Xiyu Han Xian Zhong Wenxin Huang Xuemei Jia Xiaohan Yu Alex Chichung Kot 108 0 0 02 Dec 2024
Anti-Forgetting Adaptation for Unsupervised Person Re-identification Hao Chen F. Brémond Nicu Sebe Shiliang Zhang CLL 107 1 0 22 Nov 2024
Multiple Information Prompt Learning for Cloth-Changing Person Re-Identification Shengxun Wei Zan Gao Yibo Zhao Weili Guan Weili Guan Shengyong Chen 46 2 0 01 Nov 2024
Transforming Game Play: A Comparative Study of DCQN and DTQN Architectures in Reinforcement Learning William A. Stigall 62 0 0 14 Oct 2024
Towards Global Localization using Multi-Modal Object-Instance Re-Identification Aneesh Chavan Vaibhav Agrawal Vineeth Bhat Sarthak Chittawar Siddharth Srivastava Chetan Arora K. M. Krishna 95 0 0 18 Sep 2024
AMNS: Attention-Weighted Selective Mask and Noise Label Suppression for Text-to-Image Person Retrieval Runqing Zhang Xue Zhou 38 1 0 10 Sep 2024
Learning to Learn Transferable Generative Attack for Person Re-Identification Yuan Bian Min Liu Xueping Wang Yunfeng Ma Yaonan Wang AAML OOD 65 1 0 06 Sep 2024
Multi-Camera Industrial Open-Set Person Re-Identification and Tracking Federico Cunico Marco Cristani 42 1 0 05 Sep 2024
CLOVER: Context-aware Long-term Object Viewpoint- and Environment- Invariant Representation Learning Dongmyeong Lee Amanda Adkins Joydeep Biswas 49 0 0 12 Jul 2024
GMT: A Robust Global Association Model for Multi-Target Multi-Camera Tracking Huijie Fan Tinghui Zhao Qiang Wang Baojie Fan Yandong Tang Lianqing Liu 46 2 0 01 Jul 2024
The Balanced-Pairwise-Affinities Feature Transform Daniel Shalam Simon Korman 48 0 0 25 Jun 2024
Enhancing Visible-Infrared Person Re-identification with Modality- and Instance-aware Visual Prompt Learning Ruiqi Wu Bingliang Jiao Wenxuan Wang Meng Liu Peng Wang 42 5 0 18 Jun 2024
Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-Training Ke Niu Haiyang Yu X. Qian Teng Fu Bin Li Xiangyang Xue 35 2 0 10 Jun 2024
Cluster-Aware Similarity Diffusion for Instance Retrieval Jifei Luo Hantao Yao Changsheng Xu 30 0 0 04 Jun 2024
Auto-selected Knowledge Adapters for Lifelong Person Re-identification Xuelin Qian Ruiqi Wu Gong Cheng Junwei Han CLL 52 2 0 29 May 2024
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification Weizhen He Yiheng Deng Yunfeng Yan Feng Zhu Yizhou Wang Lei Bai Qingsong Xie Donglian Qi Wanli Ouyang Shixiang Tang 95 2 0 28 May 2024
Dynamic Identity-Guided Attention Network for Visible-Infrared Person Re-identification Peng Gao Yujian Lee Hui Zhang Xubo Liu Yiyang Hu Guquan Jing 40 1 0 21 May 2024
Semi-supervised Text-based Person Search Daming Gao Yang Bai Min Cao Hao Dou Mang Ye Min Zhang 41 1 0 28 Apr 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark Sanghyun Woo Kwanyong Park Inkyu Shin Myungchul Kim In So Kweon 39 0 0 29 Mar 2024
Camera-aware Label Refinement for Unsupervised Person Re-identification Pengna Li Kangyi Wu Wenli Huang Sanping Zhou Jinjun Wang 44 0 0 25 Mar 2024
On the Effectiveness of Heterogeneous Ensemble Methods for Re-identification Simon Klüttermann Jérôme Rutinowski Anh Nguyen Britta Grimme Moritz Roidl Emmanuel Müller 34 0 0 19 Mar 2024
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification Mahdi Alehdaghi Pourya Shamsolmoali Rafael M. O. Cruz Eric Granger 44 1 0 16 Mar 2024
Data Augmentation in Human-Centric Vision Wentao Jiang Yige Zhang Shaozhong Zheng Si Liu Shuicheng Yan 46 1 0 13 Mar 2024
YYDS: Visible-Infrared Person Re-Identification with Coarse Descriptions Yunhao Du Zhaohui Hou Zhicheng Zhao 42 2 0 07 Mar 2024
Contrastive Multiple Instance Learning for Weakly Supervised Person ReID Jacob Tyo Zachary Chase Lipton SSL 32 0 0 12 Feb 2024
MLLMReID: Multimodal Large Language Model-based Person Re-identification Shan Yang Yongfei Zhang LRM 32 2 0 24 Jan 2024
Masked Attribute Description Embedding for Cloth-Changing Person Re-identification Chunlei Peng Boyu Wang Decheng Liu Nannan Wang Ruimin Hu Xinbo Gao CVBM 31 3 0 11 Jan 2024
Nighttime Person Re-Identification via Collaborative Enhancement Network with Multi-domain Learning Andong Lu Tianrui Zha Tianrui Zha Jin Tang Xiaofeng Wang Bin Luo 37 2 0 25 Dec 2023
Instance Tracking in 3D Scenes from Egocentric Videos Yunhan Zhao Haoyu Ma Shu Kong Charless C. Fowlkes 3DPC 28 4 0 07 Dec 2023
MSCMNet: Multi-scale Semantic Correlation Mining for Visible-Infrared Person Re-Identification Ke Cheng Xuecheng Hua Hu Lu Juanjuan Tu Yuanquan Wang Shitong Wang 64 10 0 24 Nov 2023
Rotation Invariant Transformer for Recognizing Object in UAVs Shuo Chen Mang Ye Bo Du ViT 35 18 0 05 Nov 2023
Occluded Person Re-Identification with Deep Learning: A Survey and Perspectives Enhao Ning Changshuo Wang Huang Zhang Xin Ning Prayag Tiwari 23 78 0 01 Nov 2023
Shape-centered Representation Learning for Visible-Infrared Person Re-identification Shuang Li Jiaxu Leng Ji Gan Mengjingcheng Mo Xinbo Gao 71 2 0 27 Oct 2023
Ranking-based Adaptive Query Generation for DETRs in Crowded Pedestrian Detection Feng Gao Jiaxu Leng Ji Gan Xinbo Gao AI4TS 37 0 0 24 Oct 2023