Large-scale spatio-temporal person re-identification: Algorithms and benchmark

X Shu, X Wang, X Zang, S Zhang… - … on Circuits and …, 2021 - ieeexplore.ieee.org
Person re-identification (re-ID) in the scenario with large spatial and temporal spans has not
been fully explored. This fact partially occurs because existing benchmark datasets were …

Lightweight multi-branch network for person re-identification

F Herzog, X Ji, T Teepe, S Hörmann… - … conference on image …, 2021 - ieeexplore.ieee.org
Person Re-Identification aims to retrieve person identities from images captured by multiple
cameras or the same cameras in different time instances and locations. Because of its …

Benchmarks for corruption invariant person re-identification

M Chen, Z Wang, F Zheng - arXiv preprint arXiv:2111.00880, 2021 - arxiv.org
When deploying person re-identification (ReID) model in safety-critical applications, it is
pivotal to understanding the robustness of the model against a diverse array of image …

IRANet: Identity-relevance aware representation for cloth-changing person re-identification

W Shi, H Liu, M Liu - Image and Vision Computing, 2022 - Elsevier
Existing person re-identification methods mainly focus on searching the target person across
disjoint camera views in a short period of time. With this setting, these methods rely on the …

AttributeNet: Attribute enhanced vehicle re-identification

R Quispe, C Lan, W Zeng, H Pedrini - Neurocomputing, 2021 - Elsevier
Abstract Vehicle Re-Identification (V-ReID) is a critical task that associates the same vehicle
across images from different camera viewpoints. Many works explore attribute clues to …

Multi-Branch Enhanced Discriminative Network for Vehicle Re-Identification

J Lian, DH Wang, Y Wu, S Zhu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicle re-identification (ReID) is the task of identifying the same vehicle across numerous
cameras. This is a complex classification task, and the fine-grained information and strong …

End-to-end person re-identification: Real-time video surveillance over edge-cloud environment

B Gaikwad, A Karmakar - Computers and Electrical Engineering, 2022 - Elsevier
In this work, a real-time end-to-end person re-identification (Re-ID) system is developed for a
realistic unconstrained open-world environment. The raw surveillance videos are analyzed …

Clip-reident: Contrastive training for player re-identification

K Habel, F Deuser, N Oswald - Proceedings of the 5th International ACM …, 2022 - dl.acm.org
Sports analytics benefits from recent advances in machine learning providing a competitive
advantage for teams or individuals. One important task in this context is the performance …

An Improved CycleGAN for Data Augmentation in Person Re-Identification

Z Yang, J Shao, Y Yang - Big Data Research, 2023 - Elsevier
Person re-identification (ReID) has attracted more and more attention, which is to retrieve
interested persons across multiple non-overlapping cameras. Matching the same person …

Relation preserving triplet mining for stabilising the triplet loss in re-identification systems

A Ghosh, K Shanmugalingam… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Object appearances change dramatically with pose variations. This creates a challenge for
embedding schemes that seek to map instances with the same object ID to locations that are …