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Deep learning-based person re-identification methods: A survey and
  outlook of recent works
v1v2v3v4v5 (latest)

Deep learning-based person re-identification methods: A survey and outlook of recent works

Image and Vision Computing (IVC), 2021
10 October 2021
Zhang Ming
Min Zhu
Xiangkun Wang
Jiamin Zhu
Junlong Cheng
Chengrui Gao
Yong-Liang Yang
Xiaoyong Wei
ArXiv (abs)PDFHTML

Papers citing "Deep learning-based person re-identification methods: A survey and outlook of recent works"

22 / 22 papers shown
Title
PCD-ReID: Occluded Person Re-Identification for Base Station Inspection
PCD-ReID: Occluded Person Re-Identification for Base Station Inspection
Ge Gao
Zishuo Gao
Hongyan Cui
Zhiyang Jia
Zhuang Luo
ChaoPeng Liu
80
0
0
03 Nov 2025
A review of Recent Techniques for Person Re-Identification
A review of Recent Techniques for Person Re-IdentificationMachine Vision and Applications (MVA), 2024
Andrea Asperti
Salvatore Fiorilla
Simone Nardi
Lorenzo Orsini
189
8
0
19 Sep 2025
Mitigating Biases in Surgical Operating Rooms with Geometry
Mitigating Biases in Surgical Operating Rooms with Geometry
T. D. Wang
Tobias Czempiel
Nassir Navab
Lennart Bastian
96
0
0
11 Aug 2025
Evolution of ReID: From Early Methods to LLM Integration
Evolution of ReID: From Early Methods to LLM Integration
Amran Bhuiyan
Mizanur Rahman
Md Tahmid Rahman Laskar
Aijun An
Jimmy Xiangji Huang
VLM
167
0
0
16 Jun 2025
Person detection and re-identification in open-world settings of retail stores and public spaces
Person detection and re-identification in open-world settings of retail stores and public spaces
Branko Brkljač
Milan Brkljač
161
1
0
01 May 2025
PersonViT: Large-scale Self-supervised Vision Transformer for Person
  Re-Identification
PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-IdentificationMachine Vision and Applications (MVA), 2024
Bin Hu
Xinggang Wang
Wenyu Liu
ViT
196
9
0
10 Aug 2024
From Attributes to Natural Language: A Survey and Foresight on
  Text-based Person Re-identification
From Attributes to Natural Language: A Survey and Foresight on Text-based Person Re-identification
Fanzhi Jiang
Su Yang
Mark W. Jones
Liumei Zhang
251
4
0
31 Jul 2024
Deep Learning-Based Robust Multi-Object Tracking via Fusion of mmWave
  Radar and Camera Sensors
Deep Learning-Based Robust Multi-Object Tracking via Fusion of mmWave Radar and Camera Sensors
Lei Cheng
Arindam Sengupta
Siyang Cao
174
24
0
10 Jul 2024
CLASH: Complementary Learning with Neural Architecture Search for Gait
  Recognition
CLASH: Complementary Learning with Neural Architecture Search for Gait Recognition
Huanzhang Dou
Pengyi Zhang
Yuhan Zhao
Lu Jin
Xi Li
CVBM
203
15
0
04 Jul 2024
Adaptive Intra-Class Variation Contrastive Learning for Unsupervised
  Person Re-Identification
Adaptive Intra-Class Variation Contrastive Learning for Unsupervised Person Re-Identification
Lingzhi Liu
Haiyang Zhang
Chengwei Tang
Tiantian Zhang
158
0
0
06 Apr 2024
On the Effectiveness of Heterogeneous Ensemble Methods for
  Re-identification
On the Effectiveness of Heterogeneous Ensemble Methods for Re-identification
Simon Klüttermann
Jérôme Rutinowski
Anh Nguyen
Britta Grimme
Moritz Roidl
Emmanuel Müller
176
0
0
19 Mar 2024
Are These the Same Apple? Comparing Images Based on Object Intrinsics
Are These the Same Apple? Comparing Images Based on Object IntrinsicsNeural Information Processing Systems (NeurIPS), 2023
Klemen Kotar
Stephen Tian
Hong-Xing Yu
Daniel L. K. Yamins
Jiajun Wu
257
12
0
01 Nov 2023
Occluded Person Re-Identification with Deep Learning: A Survey and
  Perspectives
Occluded Person Re-Identification with Deep Learning: A Survey and PerspectivesExpert systems with applications (ESWA), 2023
Enhao Ning
Changshuo Wang
Huang Zhang
Xin Ning
Prayag Tiwari
254
103
0
01 Nov 2023
AaP-ReID: Improved Attention-Aware Person Re-identification
AaP-ReID: Improved Attention-Aware Person Re-identification
Vipin Gautam
Shitala Prasad
Sharad Sinha
180
3
0
27 Sep 2023
YOLORe-IDNet: An Efficient Multi-Camera System for Person-Tracking
YOLORe-IDNet: An Efficient Multi-Camera System for Person-TrackingInternational Conference on Computer Vision and Image Processing (ICCVIP), 2023
Vipin Gautam
Shitala Prasad
Sharad Sinha
VOT
100
2
0
23 Sep 2023
Revealing the Underlying Patterns: Investigating Dataset Similarity,
  Performance, and Generalization
Revealing the Underlying Patterns: Investigating Dataset Similarity, Performance, and Generalization
Akshit Achara
R. Pandey
SSL
248
0
0
07 Aug 2023
Improving CNN-based Person Re-identification using score Normalization
Improving CNN-based Person Re-identification using score NormalizationInternational Conference on Information Photonics (ICIP), 2023
Ammar Chouchane
A. Ouamane
Yassine Himeur
Shadi Atalla
Shadi Atalla
Afaf Benzaibak
Chahrazed Boudellal
255
19
0
01 Jul 2023
Similarity Distribution based Membership Inference Attack on Person
  Re-identification
Similarity Distribution based Membership Inference Attack on Person Re-identificationAAAI Conference on Artificial Intelligence (AAAI), 2022
Junyao Gao
Xinyang Jiang
Huishuai Zhang
Yifan Yang
Shuguang Dou
Dongsheng Li
Duoqian Miao
Cheng Deng
Cairong Zhao
129
10
0
29 Nov 2022
Using Auxiliary Information for Person Re-Identification -- A Tutorial
  Overview
Using Auxiliary Information for Person Re-Identification -- A Tutorial Overview
Tharindu Fernando
Clinton Fookes
Sridha Sridharan
Dana Michalski
78
0
0
15 Nov 2022
Deep Learning-based Occluded Person Re-identification: A Survey
Deep Learning-based Occluded Person Re-identification: A Survey
Yunjie Peng
Saihui Hou
Chunshui Cao
Xu Liu
Yongzhen Huang
Zhiqiang He
230
25
0
29 Jul 2022
Person Re-identification: A Retrospective on Domain Specific Open
  Challenges and Future Trends
Person Re-identification: A Retrospective on Domain Specific Open Challenges and Future TrendsPattern Recognition (Pattern Recogn.), 2022
Asma Zahra
N. Perwaiz
Muhammad Shahzad
M. Fraz
348
72
0
26 Feb 2022
Global-Local Dynamic Feature Alignment Network for Person
  Re-Identification
Global-Local Dynamic Feature Alignment Network for Person Re-Identification
Zhang Ming
Yong-Liang Yang
Xiaoyong Wei
Jianrong Yan
Xiangkun Wang
Fengjie Wang
Min Zhu
CVBM
203
2
0
13 Sep 2021
1