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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
Unconstrained Body Recognition at Altitude and Range: Comparing Four ApproachesIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 Blake Myers Matthew Q. Hill Veda Nandan Gandi Thomas M. Metz A. O’toole 78 2 0 10 Feb 2025
MimicGait: A Model Agnostic approach for Occluded Gait Recognition using Correlational Knowledge DistillationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Ayush Gupta Rama Chellappa CVBM 146 1 0 28 Jan 2025
Anonymization of Documents for Law Enforcement with Machine Learning Manuel Eberhardinger Patrick Takenaka Daniel Grießhaber J. Maucher 180 1 0 13 Jan 2025
Self-Supervised Partial Cycle-Consistency for Multi-View Matching Fedor Taggenbrock Gertjan Burghouts Ronald Poppe 174 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 Jiangming Wang DiffM 262 1 0 31 Dec 2024
Differential Alignment for Domain Adaptive Object Detection Xinyu He Xinhui Li Xiaojie Guo 231 1 0 17 Dec 2024
DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-IdentificationAAAI Conference on Artificial Intelligence (AAAI), 2024 Yuhao Wang Zichen Liu Aihua Zheng Silong Yong 225 15 0 14 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 316 4 0 13 Dec 2024
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification Haocong Rao Chunyan Miao 275 1 0 12 Dec 2024
Dynamic Modality-Camera Invariant Clustering for Unsupervised Visible-Infrared Person Re-identification Yiming Yang Weipeng Hu Haifeng Hu 190 1 0 11 Dec 2024
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 K. Hashmi Talha Uddin Sheikh Didier Stricker Muhammad Zeshan Afzal 213 0 0 06 Dec 2024
Mix-Modality Person Re-Identification: A New and Practical Paradigm Wei Liu Xin Xu Hua Chang Xin Yuan Liang Luo 218 5 0 06 Dec 2024
See What You Seek: Semantic Contextual Integration for Cloth-Changing Person Re-Identification Xiyu Han Zhuo Zhou Wenxin Huang Xuemei Jia Xiaohan Yu Alex Chichung Kot 282 3 0 02 Dec 2024
Cross-Spectral Attention for Unsupervised RGB-IR Face Verification and Person Re-identificationIEEE Access (IEEE Access), 2024 Kshitij Nikhal Cedric Nimpa Fondje B. Riggan CVBM 133 1 0 28 Nov 2024
When Large Vision-Language Models Meet Person Re-Identification Qizao Wang Bin Li Xiangyang Xue 244 14 0 27 Nov 2024
AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy Katharina Bendig René Schuster Nicole Thiemer Karen Joisten Didier Stricker PICV 145 1 0 25 Nov 2024
Anti-Forgetting Adaptation for Unsupervised Person Re-identificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Hao Chen Francois Bremond Nicu Sebe Shiliang Zhang CLL 351 2 0 22 Nov 2024
Generalizable Person Re-identification via Balancing Alignment and UniformityNeural Information Processing Systems (NeurIPS), 2024 Y. Cho JaeYoon Kim Woo Jae Kim Junsik Jung Sung-eui Yoon CVBM OOD 242 6 0 18 Nov 2024
It Takes Two: Accurate Gait Recognition in the Wild via Cross-granularity AlignmentACM Multimedia (MM), 2024 Jinkai Zheng Xinchen Liu Boyue Zhang C. Yan Jiyong Zhang Wu Liu Yongdong Zhang CVBM 125 9 0 16 Nov 2024
Estimation of Psychosocial Work Environment Exposures Through Video Object Detection. Proof of Concept Using CCTV FootageInternational Workshop on Sensor-based Activity Recognition and Interaction (IWOAR), 2024 Claus D. Hansen Thuy Hai Le David Campos 94 0 0 06 Nov 2024
RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-identificationNeural Information Processing Systems (NeurIPS), 2024 Lei Tan Yukang Zhang Keke Han Pingyang Dai Yan Zhang Yongpeng Wu Rongrong Ji 139 5 0 02 Nov 2024
Multiple Information Prompt Learning for Cloth-Changing Person Re-IdentificationIEEE Transactions on Image Processing (TIP), 2024 Shengxun Wei Zan Gao Yibo Zhao Weili Guan Weili Guan Shengyong Chen 269 4 0 01 Nov 2024
Generative Adversarial Patches for Physical Attacks on Cross-Modal Pedestrian Re-Identification Yue Su Hao Li Maoguo Gong 128 0 0 26 Oct 2024
Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval Bin Kang Bin Chen Jinqiao Wang Yong Xu 113 1 0 26 Oct 2024
Prompting Continual Person SearchACM Multimedia (MM), 2024 Pengcheng Zhang Xiaohan Yu Xiao Bai Jin Zheng Xin Ning CLL VLM 111 3 0 25 Oct 2024
CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification Huazhong Zhao Lei Qi Xin Geng VLM 156 4 0 15 Oct 2024
Transforming Game Play: A Comparative Study of DCQN and DTQN Architectures in Reinforcement Learning William A. Stigall 211 0 0 14 Oct 2024
ViFi-ReID: A Two-Stream Vision-WiFi Multimodal Approach for Person Re-identification Chen Mao Chong Tan Jingqi Hu Min Zheng 104 2 0 13 Oct 2024
CLIP-SCGI: Synthesized Caption-Guided Inversion for Person Re-Identification Qianru Han Xinwei He Zhi Liu Sannyuya Liu Ying Zhang Jinhai Xiang 129 2 0 12 Oct 2024
Aligned Divergent Pathways for Omni-Domain Generalized Person Re-Identification Eugene P. W. Ang Shan Lin Alex C. Kot 87 0 0 11 Oct 2024
Diverse Deep Feature Ensemble Learning for Omni-Domain Generalized Person Re-identificationInternational Conference on Multimedia and Image Processing (ICMIP), 2024 Eugene P. W. Ang Shan Lin Alex C. Kot 188 1 0 11 Oct 2024
Adaptive High-Frequency Transformer for Diverse Wildlife Re-IdentificationEuropean Conference on Computer Vision (ECCV), 2024 Chenyue Li Shuoyi Chen Mang Ye 204 5 0 09 Oct 2024
GLRT-Based Metric Learning for Remote Sensing Object Retrieval Linping Zhang Yu Liu Xueqian Wang Gang Li You He 93 0 0 08 Oct 2024
OpenAnimals: Revisiting Person Re-Identification for Animals Towards Better Generalization Saihui Hou Panjian Huang Zengbin Wang Wenshu Fan Zeyu Li Man Zhang Yongzhen Huang 191 1 0 30 Sep 2024
CLIP-based Camera-Agnostic Feature Learning for Intra-camera Person Re-Identification Xuan Tan Xun Gong Yang Xiang VLM 149 0 0 29 Sep 2024
Causality-based Subject and Task Fingerprints using fMRI Time-series DataACM International Conference on Bioinformatics, Computational Biology and Biomedicine (ACM-BCB), 2024 Dachuan Song Li Shen D. Duong-Tran Xuan Wang 67 4 0 26 Sep 2024
Cross-Modality Attack Boosted by Gradient-Evolutionary Multiform Optimization Yunpeng Gong Qingyuan Zeng Dejun Xu Zhenzhong Wang Min Jiang AAML 109 13 0 26 Sep 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 360 1 0 18 Sep 2024
Tracking Virtual Meetings in the Wild: Re-identification in Multi-Participant Virtual Meetings Oriel Perl Ido Leshem Uria Franko Yuval Goldman 102 0 0 15 Sep 2024
Tran-GCN: A Transformer-Enhanced Graph Convolutional Network for Person Re-Identification in Monitoring VideosIET Computer Vision (ICV), 2024 Xiaobin Hong Tarmizi Adam Masitah Ghazali ViT 133 5 0 14 Sep 2024
AMNS: Attention-Weighted Selective Mask and Noise Label Suppression for Text-to-Image Person RetrievalIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Runqing Zhang Xue Zhou 279 1 0 10 Sep 2024
Prototype-Driven Multi-Feature Generation for Visible-Infrared Person Re-identificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Jiarui Li Zhen Qiu Yilin Yang Yuqi Li Zhihong Zhu Chuanguang Yang 134 5 0 09 Sep 2024
Learning to Learn Transferable Generative Attack for Person Re-IdentificationIEEE Transactions on Image Processing (TIP), 2024 Yuan Bian Min Liu Xueping Wang Yunfeng Ma Yaonan Wang AAML OOD 292 1 0 06 Sep 2024
Multi-Camera Industrial Open-Set Person Re-Identification and Tracking Federico Cunico Marco Cristani 134 2 0 05 Sep 2024
SurgTrack: CAD-Free 3D Tracking of Real-world Surgical Instruments Wenwu Guo Jinlin Wu Zhen Chen Qingxiang Zhao Miao Xu Zhen Lei Hongbin Liu MedIm 113 0 0 04 Sep 2024
PartFormer: Awakening Latent Diverse Representation from Vision Transformer for Object Re-Identification Lei Tan Pingyang Dai Jie Chen Liujuan Cao Yongjian Wu Rongrong Ji ViT 130 6 0 29 Aug 2024
Exploring the Potential of Synthetic Data to Replace Real DataInternational Conference on Information Photonics (ICIP), 2024 Hyungtae Lee Yan Zhang Heesung Kwon Shuvra S. Bhattacharrya 146 2 0 26 Aug 2024
Extremely Fine-Grained Visual Classification over Resembling Glyphs in the Wild F. Bougourzi Fadi Dornaika Chongsheng Zhang 142 0 0 25 Aug 2024
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 170 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