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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
Robust Graph Structure Learning via Multiple Statistical TestsNeural Information Processing Systems (NeurIPS), 2022 Yaohua Wang Fangyi Zhang Ming Lin Senzhang Wang Xiuyu Sun Rong Jin 207 1 0 08 Oct 2022
SoccerNet 2022 Challenges Results Silvio Giancola A. Cioppa Adrien Deliège Floriane Magera Vladimir Somers ... Yingying Li Yue He Yujie Zhong Zhenhua Guo Zhiheng Li 176 35 0 05 Oct 2022
Supervised Metric Learning to Rank for Retrieval via Contextual Similarity OptimizationInternational Conference on Machine Learning (ICML), 2022 Christopher Liao Theodoros Tsiligkaridis Brian Kulis SSL 227 8 0 04 Oct 2022
FRIDA: Fisheye Re-Identification Dataset with AnnotationsAdvanced Video and Signal Based Surveillance (AVSS), 2022 Mertcan Cokbas John Bolognino Janusz Konrad Prakash Ishwar 195 6 0 04 Oct 2022
Robust Person Identification: A WiFi Vision-based Approach Yili Ren Jie Yang 134 2 0 30 Sep 2022
Multi-Granularity Graph Pooling for Video-based Person Re-IdentificationNeural Networks (NN), 2022 Honghu Pan Yongyong Chen Zhenyu He 124 36 0 23 Sep 2022
Pose-Aided Video-based Person Re-Identification via Recurrent Graph Convolutional Network Honghu Pan Qiao Liu Yongyong Chen Yunqing He Yuan Zheng Feng Zheng Zhenyu He CVBM 137 24 0 23 Sep 2022
Google Coral-based edge computing person reidentification using human parsing combined with analytical methodInternet of Things (IoT), 2022 N. Gabdullin A. Raskovalov 146 5 0 22 Sep 2022
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object DetectionEuropean Conference on Computer Vision (ECCV), 2022 Yipeng Gao Lingxiao Yang Yunmu Huang Song Xie Shiyong Li Weihao Zheng ObjD 173 32 0 22 Sep 2022
Toward 3D Spatial Reasoning for Human-like Text-based Visual Question AnsweringIEEE Transactions on Image Processing (IEEE TIP), 2022 Hao Li Jinfa Huang Peng Jin Guoli Song Qi Wu Jie Chen 261 27 0 21 Sep 2022
Semi-automatic Data Annotation System for Multi-Target Multi-Camera Vehicle TrackingInternational Conference on Data Science and Advanced Analytics (DSAA), 2022 Haohong Liao Silin Zheng Xuelin Shen Mark Junjie Li Xu Wang 65 0 0 20 Sep 2022
Sampling Agnostic Feature Representation for Long-Term Person Re-identificationIEEE Transactions on Image Processing (IEEE TIP), 2022 Seongyeop Yang Byeongkeun Kang Yeejin Lee OOD 176 18 0 20 Sep 2022
Visible-Infrared Person Re-Identification Using Privileged Intermediate Information Mahdi Alehdaghi Arthur Josi Rafael M. O. Cruz Mohammadhadi Shateri 133 26 0 19 Sep 2022
Uncertainty Aware Multitask Pyramid Vision Transformer For UAV-Based Object Re-IdentificationInternational Conference on Information Photonics (ICIP), 2022 Syeda Nyma Ferdous Xin Li Siwei Lyu 129 6 0 19 Sep 2022
TrADe Re-ID -- Live Person Re-Identification using Tracking and Anomaly DetectionInternational Conference on Machine Learning and Applications (ICMLA), 2022 Luigy Machaca H. F.OliverSumari Jose Huaman E. Clua Joris Guérin 103 2 0 14 Sep 2022
Style Variable and Irrelevant Learning for Generalizable Person Re-identificationACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) (TOMM), 2022 Haobo Chen Chuyang Zhao Kai-Chun Tu Junru Chen Yadong Li Boxun Li 141 7 0 12 Sep 2022
Is Synthetic Dataset Reliable for Benchmarking Generalizable Person Re-Identification? Cuicui Kang 121 3 0 12 Sep 2022
Local-Aware Global Attention Network for Person Re-Identification Based on Body and Hand ImagesJournal of Visual Communication and Image Representation (JVCIR), 2022 N. L. Baisa CVBM 210 7 0 11 Sep 2022
Gait Recognition in the Wild with Multi-hop Temporal SwitchACM Multimedia (ACM MM), 2022 Jinkai Zheng Xinchen Liu Xiaoyan Gu Yaoqi Sun Chuang Gan Jiyong Zhang Wu Liu C. Yan CVBM 111 45 0 01 Sep 2022
Dynamic Template Initialization for Part-Aware Person Re-ID Kalana Abeywardena Shechem Sumanthiran Sanoojan Baliah Nadarasar Bahavan Nalith Udugampola A. Pasqual Chamira U. S. Edussooriya Ranga Rodrigo 3DH 115 2 0 24 Aug 2022
CycleTrans: Learning Neutral yet Discriminative Features for Visible-Infrared Person Re-Identification Qiong Wu Jiaer Xia Pingyang Dai Weihao Ye Yongjian Wu Rongrong Ji 84 1 0 21 Aug 2022
DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotations Gabriel Van Zandycke Vladimir Somers M. Istasse Carlo Del Don Davide Zambrano 109 52 0 17 Aug 2022
Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-IdentificationComputer Vision and Pattern Recognition (CVPR), 2022 Xinyu Lin Jinxing Li Zeyu Ma Huafeng Li Shuang Li Kaixiong Xu Guangming Lu Dafan Zhang 123 52 0 04 Aug 2022
Counterfactual Intervention Feature Transfer for Visible-Infrared Person Re-identificationEuropean Conference on Computer Vision (ECCV), 2022 Xulin Li Yan Lu B. Liu Yating Liu Guojun Yin Qi Chu Jinyang Huang Feng Zhu Rui Zhao Nenghai Yu 120 42 0 01 Aug 2022
Multi-spectral Vehicle Re-identification with Cross-directional Consistency Network and a High-quality BenchmarkInformation Fusion (Inf. Fusion), 2022 A. Zheng Xianpeng Zhu Zhiqi Ma Chenglong Li Jin Tang Jixin Ma 98 37 0 01 Aug 2022
Deep Learning-based Occluded Person Re-identification: A Survey Yunjie Peng Saihui Hou Chunshui Cao Xu Liu Yongzhen Huang Zhiqiang He 162 23 0 29 Jul 2022
Combining human parsing with analytical feature extraction and ranking schemes for high-generalization person reidentificationApplied Sciences (Appl. Sci.), 2022 N. Gabdullin 116 6 0 28 Jul 2022
Learnable Privacy-Preserving Anonymization for Pedestrian ImagesACM Multimedia (ACM MM), 2022 Junwu Zhang Mang Ye Yao Yang PICV 137 20 0 24 Jul 2022
OIMNet++: Prototypical Normalization and Localization-aware Learning for Person SearchEuropean Conference on Computer Vision (ECCV), 2022 Sanghoon Lee Youngmin Oh Donghyeon Baek Junghyup Lee Bumsub Ham 125 28 0 21 Jul 2022
MOTCOM: The Multi-Object Tracking Dataset Complexity MetricEuropean Conference on Computer Vision (ECCV), 2022 Malte Pedersen Joakim Bruslund Haurum Patrick Dendorfer T. Moeslund VOT 114 2 0 20 Jul 2022
Dynamic Prototype Mask for Occluded Person Re-IdentificationACM Multimedia (ACM MM), 2022 Lei Tan Pingyang Dai Rongrong Ji Yongjian Wu 93 82 0 19 Jul 2022
Few-shot Fine-grained Image Classification via Multi-Frequency Neighborhood and Double-cross ModulationIEEE transactions on multimedia (IEEE TMM), 2022 Hegui Zhu Zhan Gao Jiayi Wang Yangqiaoyu Zhou Chengqing Li 166 20 0 18 Jul 2022
A Semantic-aware Attention and Visual Shielding Network for Cloth-changing Person Re-identificationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Zan Gao Hongwei Wei Weili Guan Jie Nie Meng Wang Shenyong Chen 121 10 0 18 Jul 2022
Towards Privacy-Preserving Person Re-identification via Person Identify Shift Shuguang Dou Xinyang Jiang Qingsong Zhao Dongsheng Li Cairong Zhao 92 8 0 15 Jul 2022
Variational Distillation for Multi-View LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Xudong Tian Zhizhong Zhang Cong Wang Wensheng Zhang Yanyun Qu Lizhuang Ma Zongze Wu Yuan Xie Dacheng Tao 166 13 0 20 Jun 2022
Cross-modal Local Shortest Path and Global Enhancement for Visible-Thermal Person Re-Identification Xiaohong Wang Chao Li Xiangcai Ma 92 3 0 09 Jun 2022
Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis Weiming Zhuang Xin Gan Yonggang Wen Shuai Zhang FedML 157 30 0 24 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 266 20 0 22 May 2022
A Challenging Benchmark of Anime Style Recognition Haotang Li S. Guo Kailin Lyu Xiao Yang Tianchen Chen Jianqing Zhu Huanqiang Zeng CVBM 147 6 0 29 Apr 2022
SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-IdentificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Haocong Rao Chunyan Miao 113 13 0 21 Apr 2022
Label Distribution Learning for Generalizable Multi-source Person Re-identificationIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022 Lei Qi Jiayi Shen Jiaqi Liu Yinghuan Shi Xin Geng OOD 205 10 0 12 Apr 2022
Towards Homogeneous Modality Learning and Multi-Granularity Information Exploration for Visible-Infrared Person Re-IdentificationIEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022 Haojie Liu Daoxun Xia Wei Jiang Chao Xu 128 33 0 11 Apr 2022
PSTR: End-to-End One-Step Person Search With TransformersComputer Vision and Pattern Recognition (CVPR), 2022 Jiale Cao Yanwei Pang Rao Muhammad Anwer Hisham Cholakkal J. Xie M. Shah Fahad Shahbaz Khan ViT 95 62 0 07 Apr 2022
The Self-Optimal-Transport Feature Transform Daniel Shalam Simon Korman OT 115 23 0 06 Apr 2022
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-IdentificationComputer Vision and Pattern Recognition (CVPR), 2022 Yanan Wang Xuezhi Liang Tianran Ouyang DiffM 175 28 0 06 Apr 2022
Gait Recognition in the Wild with Dense 3D Representations and A BenchmarkComputer Vision and Pattern Recognition (CVPR), 2022 Jinkai Zheng Xinchen Liu Wu Liu Lingxiao He C. Yan Tao Mei CVBM 3DH 135 195 0 06 Apr 2022
Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentificationComputer Vision and Pattern Recognition (CVPR), 2022 Chaoyang Wu Wenhang Ge Ancong Wu Xiaobin Chang 129 22 0 29 Mar 2022
Part-based Pseudo Label Refinement for Unsupervised Person Re-identificationComputer Vision and Pattern Recognition (CVPR), 2022 Y. Cho Woo Jae Kim Seunghoon Hong Sung-eui Yoon 167 217 0 28 Mar 2022
Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Wenbin Zhu Chien-Yi Wang Kuan-Lun Tseng S. Lai Baoyuan Wang CVBM 107 9 0 27 Mar 2022
How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs Hazel Doughty Cees G. M. Snoek 205 24 0 23 Mar 2022