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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"

50 / 482 papers shown

Title
WRIM-Net: Wide-Ranging Information Mining Network for Visible-Infrared Person Re-IdentificationEuropean Conference on Computer Vision (ECCV), 2024 Yonggan Wu Ling-Chao Meng Yuan Zichao Sixian Chan Hong-Qiang Wang 174 6 0 20 Aug 2024
PixelFade: Privacy-preserving Person Re-identification with Noise-guided Progressive ReplacementACM Multimedia (MM), 2024 Delong Zhang Yi-Xing Peng Xiao-Ming Wu Ancong Wu Wei-Shi Zheng PICV AAML 169 5 0 10 Aug 2024
From Attributes to Natural Language: A Survey and Foresight on Text-based Person Re-identification Fanzhi Jiang Su Yang Mark W. Jones Liumei Zhang 239 3 0 31 Jul 2024
Keypoint Promptable Re-Identification Vladimir Somers Christophe De Vleeschouwer Alexandre Alahi 158 15 0 25 Jul 2024
Mutual Information Guided Optimal Transport for Unsupervised Visible-Infrared Person Re-identification Zhizhong Zhang Jiangming Wang Xin Tan Yanyun Qu Junping Wang Yong Xie Yuan Xie 172 0 0 17 Jul 2024
Privacy-Preserving Adaptive Re-Identification without Image Transfer Hamza Rami Jhony H. Giraldo Nicolas Winckler Stéphane Lathuilière 89 0 0 17 Jul 2024
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation Han Li Shaohui Li Shuangrui Ding Wenrui Dai Maida Cao Chenglin Li Junni Zou Hongkai Xiong VLM 175 19 0 13 Jul 2024
Time-Frequency Analysis of Variable-Length WiFi CSI Signals for Person Re-Identification Chen Mao Chong Tan Jingqi Hu Min Zheng 150 2 0 12 Jul 2024
CLOVER: Context-aware Long-term Object Viewpoint- and Environment- Invariant Representation LearningIEEE Robotics and Automation Letters (RA-L), 2024 Dongmyeong Lee Amanda Adkins Joydeep Biswas 245 0 0 12 Jul 2024
Deep Learning-Based Robust Multi-Object Tracking via Fusion of mmWave Radar and Camera Sensors Lei Cheng Arindam Sengupta Siyang Cao 150 19 0 10 Jul 2024
Style Alignment based Dynamic Observation Method for UAV-View Geo-localization Jie Shao LingHao Jiang 117 15 0 03 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 190 3 0 01 Jul 2024
A Survey on Deep Clustering: From the Prior Perspective Yiding Lu Haobin Li Yunfan Li Yijie Lin Xi Peng 171 15 0 28 Jun 2024
The Balanced-Pairwise-Affinities Feature Transform Daniel Shalam Simon Korman 153 4 0 25 Jun 2024
Pose-Diversified Augmentation with Diffusion Model for Person Re-Identification Ines Hyeonsu Kim Joungbin Lee Soowon Son Woojeong Jin Kyusun Cho ... Min-Seop Kwak Seokju Cho Jeongyeol Baek Byeongwon Lee Seungryong Kim 113 1 0 23 Jun 2024
Camera-Invariant Meta-Learning Network for Single-Camera-Training Person Re-identification Jiangbo Pei Zhuqing Jiang Aidong Men Haiying Wang Haiyong Luo Shiping Wen 3DPC 194 1 0 21 Jun 2024
Unleashing the Potential of Tracklets for Unsupervised Video Person Re-Identification Nanxing Meng Qizao Wang Bin Li Xiangyang Xue 165 3 0 20 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 181 12 0 18 Jun 2024
CLIP-Driven Cloth-Agnostic Feature Learning for Cloth-Changing Person Re-Identification Shuang Li Jiaxu Leng Guozhang Li Ji Gan Haosheng chen Xinbo Gao 183 7 0 13 Jun 2024
DenoiseReID: Denoising Model for Representation Learning of Person Re-Identification Zhengrui Xu Guan’an Wang Xiaowen Huang Jitao Sang 160 2 0 13 Jun 2024
Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-TrainingMachine-mediated learning (ML), 2024 Ke Niu Haiyang Yu X. Qian Teng Fu Bin Li Xiangyang Xue 200 8 0 10 Jun 2024
Cluster-Aware Similarity Diffusion for Instance Retrieval Jifei Luo Hantao Yao Changsheng Xu 288 1 0 04 Jun 2024
DiffPhysBA: Diffusion-based Physical Backdoor Attack against Person Re-Identification in Real-World Wenli Sun Xinyang Jiang Dongsheng Li Cairong Zhao DiffM AAML 141 2 0 30 May 2024
Auto-selected Knowledge Adapters for Lifelong Person Re-identification Xuelin Qian Ruiqi Wu Gong Cheng Junwei Han CLL 184 3 0 29 May 2024
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification Xun Guo Yiheng Deng Yunfeng Yan Feng Zhu Yizhou Wang Mengwei He Qingsong Xie Donglian Qi Wanli Ouyang Weizhen He 332 5 0 28 May 2024
Sports-Traj: A Unified Trajectory Generation Model for Multi-Agent Movement in Sports Yi Tian Xu Yun Fu 237 7 0 27 May 2024
Addressing the Elephant in the Room: Robust Animal Re-Identification with Unsupervised Part-Based Feature Alignment Yingxue Yu Vidit Vidit Andrey Davydov Martin Engilberge Pascal Fua 93 0 0 22 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 177 1 0 21 May 2024
Data Augmentation for Text-based Person Retrieval Using Large Language Models Zheng Li Lijia Si Caili Guo Yang Yang Qiushi Cao 144 8 0 20 May 2024
Color Space Learning for Cross-Color Person Re-IdentificationIEEE International Conference on Multimedia and Expo (ICME), 2024 Jiahao Nie Shan Lin Alex C. Kot 185 3 0 15 May 2024
OpenGait: A Comprehensive Benchmark Study for Gait Recognition towards Better PracticalityIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Chao Fan Saihui Hou Junhao Liang Chuanfu Shen Jingzhe Ma Dongyang Jin Yongzhen Huang Shiqi Yu 193 11 0 15 May 2024
DualFocus: A Unified Framework for Integrating Positive and Negative Descriptors in Text-based Person Retrieval Yuchuan Deng Zhanpeng Hu Jiakun Han Chuang Deng Qijun Zhao 126 2 0 13 May 2024
All in One Framework for Multimodal Re-identification in the Wild He Li Mang Ye Ming Zhang Bo Du 161 23 0 08 May 2024
Leveraging swarm capabilities to assist other systems Miquel Kegeleirs David Garzón-Ramos Guillermo Legarda Herranz Ilyes Gharbi Jeanne Szpirer Ken Hasselmann Lorenzo Garattoni Gianpiero Francesca Mauro Birattari 106 1 0 07 May 2024
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination Quang-Huy Che Le-Chuong Nguyen Duc-Tuan Luu Vinh-Tiep Nguyen 385 8 0 02 May 2024
Large Language Model Informed Patent Image Retrieval Hao-Cheng Lo Jung-Mei Chu Jieh Hsiang Chun-Chieh Cho VLM 148 7 0 30 Apr 2024
Semi-supervised Text-based Person Search Daming Gao Yang Bai Min Cao Hao Dou Mang Ye Min Zhang 146 2 0 28 Apr 2024
Other Tokens Matter: Exploring Global and Local Features of Vision Transformers for Object Re-Identification Yingquan Wang Silong Yong Dong Wang Huchuan Lu ViT 201 12 0 23 Apr 2024
Unsupervised Visible-Infrared ReID via Pseudo-label Correction and Modality-level AlignmentIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Yexin Liu Weiming Zhang Athanasios V. Vasilakos Lin Wang 145 1 0 10 Apr 2024
DiffBody: Human Body Restoration by Imagining with Generative Diffusion Prior Yiming Zhang Zhe Wang Xinjie Li Yunchen Yuan Chengsong Zhang Xiao Sun Zhihang Zhong Jian Wang DiffM 163 2 0 04 Apr 2024
GaitSTR: Gait Recognition with Sequential Two-stream RefinementIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2024 Wanrong Zheng Haidong Zhu Zhao-Heng Zheng Ramkant Nevatia CVBM 172 10 0 02 Apr 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark Sanghyun Woo Kwanyong Park Inkyu Shin Myungchul Kim In So Kweon 212 1 0 29 Mar 2024
Activity-Biometrics: Person Identification from Daily Activities Shehreen Azad Yogesh S Rawat 97 7 0 26 Mar 2024
Camera-aware Label Refinement for Unsupervised Person Re-identification Pengna Li Kangyi Wu Wenli Huang Sanping Zhou Jinjun Wang 216 1 0 25 Mar 2024
An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-IdentificationInternational Journal of Computer Vision (IJCV), 2024 Lei Zhang Xiaowei Fu Fuxiang Huang Yi Yang Xinbo Gao VLM 145 6 0 22 Mar 2024
KeyPoint Relative Position Encoding for Face Recognition Minchul Kim Yiyang Su Feng Liu Anil Jain Xiaoming Liu CVBM 151 19 0 21 Mar 2024
View-decoupled Transformer for Person Re-identification under Aerial-ground Camera Network Quan Zhang Lei Wang Vishal M. Patel Xiaohua Xie Jian-Huang Lai ViT 143 29 0 21 Mar 2024
3D Semantic MapNet: Building Maps for Multi-Object Re-Identification in 3D Vincent Cartillier Neha Jain Irfan Essa 3DPC 112 0 0 19 Mar 2024
On the Effectiveness of Heterogeneous Ensemble Methods for Re-identification Simon Klüttermann Jérôme Rutinowski Anh Nguyen Britta Grimme Moritz Roidl Emmanuel Müller 160 0 0 19 Mar 2024
Implicit Discriminative Knowledge Learning for Visible-Infrared Person Re-IdentificationComputer Vision and Pattern Recognition (CVPR), 2024 Kaijie Ren Lei Zhang VLM 211 43 0 18 Mar 2024