journal article·2025Open access

Deep Learning Algorithm for Person Re-Identification Based on Dual Network Architecture

Meng Zhu, Xingyue Wang, Honge Ren, Abeer Hakeem, Linda Mohaisen

Computers, Materials & Continua· Volume 83· Issue 2

Abstract

Changing a person’s posture and low resolution are the key challenges for person re-identification (ReID) in various deep learning applications. In this paper, we introduce an innovative architecture using a dual attention ... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Video Surveillance and Tracking Methods

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (30)

Show source-provided references
1. Deep learning for person re-identification: a survey and outlook10.1109/TPAMI.2021.3054775 ↗
2. Deep learning-based person re-identification methods: a survey and outlook of recent works10.1016/j.imavis.2022.104394 ↗
3. Person re-identification method with multi-scale contrast pooling feature
4. Multi-scale generative adversarial network for person re-identification under occlusion
5. Human semantic parsing for person re-identification
6. Person re-identification for suppressing background interference
7. Diversity regularized spatiotemporal attention for video-based person re-identification
8. Research progress on video-based person re-identification
9. SVDNet for pedestrian retrieval
10. Person re-identification by deep learning multi-scale representations
11. Person re-identification based on diversified local attention network
12. Multi-granularity feature fusion for person re-identification
13. Learning deep context-aware features over body and latent parts for person re-identification
14. Suh · Computer vision-ECCV 2018 · 2018 · 41810.1007/978-3-030-01264-9_25 ↗
15. Person re-identification of GAN network hybrid coding10.37188/CJLCD.2020-0167 ↗
16. Unsupervised cross-dataset person re-identification by transfer learning of spatial-temporal patterns
17. An efficient multi-scale focusing attention network for person re-identification10.3390/app11052010 ↗
18. Adaptive label allocation for unsupervised person re-identification10.3390/electronics11050763 ↗
19. Multi-granular inter-frame relation exploration and global residual embedding for video-based person re-identification10.1016/j.image.2024.117240 ↗
20. POSNet: a hybrid deep learning model for efficient person re-identification10.1007/s11227-023-05169-4 ↗
21. Spatial-temporal aware network for video-based person re-identification10.1007/s11042-023-16911-8 ↗
22. Explainable graph-attention based person re-identification in outdoor conditions
23. Scalable person re-identification: a benchmark
24. Zheng · 2017 · 3774
25. Sun · Computer vision-ECCV 2018 · 2018 · 50110.1007/978-3-030-01225-0_30 ↗
26. Bayesian query expansion for multi-camera person re-identification10.1016/j.patrec.2018.06.009 ↗
27. Learning a discriminative null space for person re-identification
28. Improved person re-identification based on global feature
29. A pose-sensitive embedding for person re-identification with expanded cross neighborhood re-ranking
30. Pose-driven deep convolutional model for person re-identification