Clothing-change feature augmentation for person re-identification

K Han, S Gong, Y Huang, L Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Clothing-change person re-identification (CC Re-ID) aims to match the same person who
changes clothes across cameras. Current methods are usually limited by the insufficient …

3D person re-identification based on global semantic guidance and local feature aggregation

C Wang, X Ning, W Li, X Bai… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Person re-identification (Re-ID) has played an extremely crucial role in ensuring social
safety and has attracted considerable research attention. 3D shape information is an …

Temporal 3d shape modeling for video-based cloth-changing person re-identification

VD Nguyen, P Mantini, SK Shah - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Abstract Video-based Cloth-Changing Person Re-ID (VCCRe-ID) refers to a real-world Re-
ID problem where texture information like appearance or clothing becomes unreliable in …

MV-ReID: 3D Multi-view Transformation Network for Occluded Person Re-Identification

Z Yu, P Tiwari, L Hou, L Li, W Li, L Jiang… - Knowledge-Based Systems, 2024 - Elsevier
Re-identification (ReID) of occluded persons is a challenging task due to the loss of
information in scenes with occlusions. Most existing methods for occluded ReID use 2D …

Attention-based shape and gait representations learning for video-based cloth-changing person re-identification

VD Nguyen, S Mirza, P Mantini, SK Shah - arXiv preprint arXiv:2402.03716, 2024 - arxiv.org
Current state-of-the-art Video-based Person Re-Identification (Re-ID) primarily relies on
appearance features extracted by deep learning models. These methods are not applicable …

Attribute-Guided Pedestrian Retrieval: Bridging Person Re-ID with Internal Attribute Variability

Y Huang, Z Zhang, Q Wu, Y Zhong… - Proceedings of the …, 2024 - openaccess.thecvf.com
In various domains such as surveillance and smart retail pedestrian retrieval centering on
person re-identification (Re-ID) plays a pivotal role. Existing Re-ID methodologies often …

Source-free Style-diversity Adversarial Domain Adaptation with Privacy-preservation for person re-identification

X Qu, L Liu, L Zhu, L Nie, H Zhang - Knowledge-Based Systems, 2024 - Elsevier
Unsupervised domain adaptation (UDA) techniques for person re-identification (ReID) have
been extensively studied to facilitate the transfer of knowledge from labeled source domains …

Pedestrian 3D Shape Understanding for Person Re-Identification via Multi-View Learning

Z Yu, L Li, J Xie, C Wang, W Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recent development in computing power has resulted in performance improvements on
holistic (none-occluded) person Re-Identification (ReID) tasks. Nevertheless, the precision …

3d magic mirror: Clothing reconstruction from a single image via a causal perspective

Z Zheng, J Zhu, W Ji, Y Yang, TS Chua - arXiv preprint arXiv:2204.13096, 2022 - arxiv.org
This research aims to study a self-supervised 3D clothing reconstruction method, which
recovers the geometry shape and texture of human clothing from a single image. Compared …

Self-Supervised Recovery and Guide for Low-Resolution Person Re-Identification

K Han, Y Huang, L Wang, Z Liu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Low-resolution person re-identification is a challenging task to match low-resolution (LR)
probes with high-resolution (HR) gallery images. To address the resolution gap, existing …