Rapid person re-identification retraining strategy for flexible deployment in new environments

A van Rooijen, H Bouma, J Baan… - Counterterrorism …, 2022 - spiedigitallibrary.org
Person re-identification (Re-ID) can be used to find the owner of lost luggage, to find
suspects after a terrorist attack, or to fuse multiple sensors. Common state-of-the-art deep …

Person re-identification using deep learning networks: A systematic review

A Yadav, DK Vishwakarma - arXiv preprint arXiv:2012.13318, 2020 - arxiv.org
Person re-identification has received a lot of attention from the research community in recent
times. Due to its vital role in security based applications, person re-identification lies at the …

Benchmarking person re-identification datasets and approaches for practical real-world implementations

J Huaman, FO Sumari, L Machaca, E Clua… - arXiv preprint arXiv …, 2022 - arxiv.org
Recently, Person Re-Identification (Re-ID) has received a lot of attention. Large datasets
containing labeled images of various individuals have been released, allowing researchers …

Deep learning algorithms for person re-identification: sate-of-the-art and research challenges

A Yadav, DK Vishwakarma - Multimedia Tools and Applications, 2024 - Springer
Person re-identification has received a lot of attention from the research community in recent
times. Due to its vital role in security based applications, person re-identification lies at the …

A Brief Overview on Deep Learning-Based Person Re-Identification

MT Andreescu, CD Căleanu… - 2023 27th International …, 2023 - ieeexplore.ieee.org
Person re-identification (Re-ID) has attracted considerable attention within the field of
biometrics in recent times, driven by an escalating demand in public communities, marketing …

[PDF][PDF] Review of unsupervised person re-identification

D Yang, Z Luo - Journal of New Media, 2021 - cdn.techscience.cn
Person re-identification (re-ID) aims to match images of the same pedestrian across different
cameras. It plays an important role in the field of security and surveillance. Although it has …

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

Z Ming, M Zhu, X Wang, J Zhu, J Cheng, C Gao… - Image and Vision …, 2022 - Elsevier
In recent years, with the increasing demand for public safety and the rapid development of
intelligent surveillance networks, person re-identification (Re-ID) has become one of the hot …

Unsupervised Person Re-Identification: A Review of Recent Works

M Jahan, M Hassan, S Hossin, MI Hossain, M Hasan - Neurocomputing, 2023 - Elsevier
ABSTRACT Re-identification (Re-ID) is a process that seeks to identify concern individuals
from successive non-overlapping photographs. The area of computer vision has recently …

Augmented hard example mining for generalizable person re-identification

M Tamura, T Murakami - arXiv preprint arXiv:1910.05280, 2019 - arxiv.org
Although the performance of person re-identification (Re-ID) has been much improved by
using sophisticated training methods and large-scale labelled datasets, many existing …

Learning discriminative local contexts for person re-identification in vehicle surveillance scenarios

X Lin, J Wang, R Huang, C Wang, H Zhang - Pattern Analysis and …, 2024 - Springer
In recent years, person re-identification (Re-ID) has been widely used in intelligent
surveillance and security. However, Re-ID faces many challenges in the vehicle surveillance …