Occluded person re-identification with deep learning: a survey and perspectives

E Ning, C Wang, H Zhang, X Ning, P Tiwari - Expert systems with …, 2024 - Elsevier
Person re-identification (Re-ID) technology plays an increasingly crucial role in intelligent
surveillance systems. Widespread occlusion significantly impacts the performance of person …

Transformer for object re-identification: A survey

M Ye, S Chen, C Li, WS Zheng, D Crandall… - International Journal of …, 2024 - Springer
Abstract Object Re-identification (Re-ID) aims to identify specific objects across different
times and scenes, which is a widely researched task in computer vision. For a prolonged …

Seas: Shape-aligned supervision for person re-identification

H Zhu, P Budhwant, Z Zheng… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce SEAS using ShapE-Aligned Supervision to enhance appearance-based
person re-identification. When recognizing an individual's identity existing methods primarily …

Toward re-identifying any animal

B Jiao, L Liu, L Gao, R Wu, G Lin… - Advances in Neural …, 2023 - proceedings.neurips.cc
The current state of re-identification (ReID) models poses limitations to their applicability in
the open world, as they are primarily designed and trained for specific categories like person …

Attribute-guided collaborative learning for partial person re-identification

H Zhang, M Liu, Y Li, M Yan, Z Gao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Partial person re-identification (ReID) aims to solve the problem of image spatial
misalignment due to occlusions or out-of-views. Despite significant progress through the …

Dense interaction learning for video-based person re-identification

T He, X **, X Shen, J Huang… - Proceedings of the …, 2021 - openaccess.thecvf.com
Video-based person re-identification (re-ID) aims at matching the same person across video
clips. Efficiently exploiting multi-scale fine-grained features while building the structural …

Pose-driven attention-guided image generation for person re-identification

A Khatun, S Denman, S Sridharan, C Fookes - Pattern Recognition, 2023 - Elsevier
Person re-identification (re-ID) concerns the matching of subject images across different
camera views in a multi camera surveillance system. One of the major challenges in person …

Sharc: Shape and appearance recognition for person identification in-the-wild

H Zhu, W Zheng, Z Zheng… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Identifying individuals in unconstrained video settings is a valuable yet challenging task in
biometric analysis due to variations in appearances, environments, degradations, and …

Deep learning based occluded person re-identification: A survey

Y Peng, J Wu, B Xu, C Cao, X Liu, Z Sun… - ACM Transactions on …, 2023 - dl.acm.org
Occluded person re-identification (Re-ID) focuses on addressing the occlusion problem
when retrieving the person of interest across non-overlap** cameras. With the increasing …