A survey of vehicle re-identification based on deep learning

H Wang, J Hou, N Chen - IEEE Access, 2019 - ieeexplore.ieee.org
Vehicle re-identification is one of the core technologies of intelligent transportation systems,
and it is crucial for the construction of smart cities. With the rapid development of deep …

Mask-aware pseudo label denoising for unsupervised vehicle re-identification

Z Lu, R Lin, Q He, H Hu - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
As a significant part of Intelligent Transportation System (ITS), vehicle Re-Identification (Re-
ID) aims to retrieve all target vehicle images captured from non-overlapping cameras …

Vr-proud: Vehicle re-identification using progressive unsupervised deep architecture

RMS Bashir, M Shahzad, MM Fraz - Pattern Recognition, 2019 - Elsevier
Vehicle re-identification (Re-ID) is one of the primary components of an automated visual
surveillance system. It aims to automatically identify/search vehicles in a multi-camera …

Application of deep learning for weapons detection in surveillance videos

TSS Hashmi, NU Haq, MM Fraz… - … conference on digital …, 2021 - ieeexplore.ieee.org
Weapon detection is a very serious and intense issue as far as the security and safety of the
public in general, no doubt it's a hard and difficult task furthermore, its troublesome when …

Multi-level progressive learning for unsupervised vehicle re-identification

Z He, H Zhao, J Wang, W Feng - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Vehicle re-identification (ReID) technology has played a more and more important role in
Intelligent Transport System (ITS), which aims at searching the same query vehicle identity …

车辆再识别技术综述

刘凯, 李浥东, 林伟鹏 - 智能科学与技术学报, 2020 - infocomm-journal.com
摘要车辆再识别是指给定一张车辆图像, 找出其他摄像头拍摄的同一车辆,
可将车辆再识别问题看作图像检索的子问题. 在真实交通监控系统中, 车辆再识别可以起到对 …

A Comprehensive Survey on Deep-Learning-based Vehicle Re-Identification: Models, Data Sets and Challenges

A Amiri, A Kaya, AS Keceli - arXiv preprint arXiv:2401.10643, 2024 - arxiv.org
Vehicle re-identification (ReID) endeavors to associate vehicle images collected from a
distributed network of cameras spanning diverse traffic environments. This task assumes …

Advances in vehicle re-identification techniques: A survey

X Yi, Q Wang, Q Liu, Y Rui, B Ran - Neurocomputing, 2025 - Elsevier
The development of vehicle re-identification technology has significantly enhanced the
operational efficiency of intelligent transportation systems and smart cities, attributed to the …

Pakvehicle-reid: a multi-perspective benchmark for vehicle re-identification in unconstrained urban road environment

HA Asghar, B Khan, Z Zafar, AQM Sabri… - Multimedia Tools and …, 2024 - Springer
The challenge of re-identifying vehicles in urban city surveillance systems and major traffic
arteries such as highways and roads is an important area of research. The advent of large …

Two stream deep CNN-RNN attentive pooling architecture for video-based person re-identification

W Ansar, MM Fraz, M Shahzad, I Gohar… - Progress in Pattern …, 2019 - Springer
Person re-identification (re-ID), is the task of associating the relationship among the images
of a person captured from different cameras with non-overlapping field of view. Fundamental …