Deep learning-based methods for person re-identification: A comprehensive review

D Wu, SJ Zheng, XP Zhang, CA Yuan, F Cheng… - Neurocomputing, 2019 - Elsevier
In recent years, person re-identification (ReID) has received much attention since it is a
fundamental task in intelligent surveillance systems and has widespread application …

Spatio-temporal representation factorization for video-based person re-identification

A Aich, M Zheng, S Karanam, T Chen… - Proceedings of the …, 2021 - openaccess.thecvf.com
Despite much recent progress in video-based person re-identification (re-ID), the current
state-of-the-art still suffers from common real-world challenges such as appearance …

A systematic evaluation and benchmark for person re-identification: Features, metrics, and datasets

M Gou, Z Wu, A Rates-Borras, O Camps… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Person re-identification (re-id) is a critical problem in video analytics applications such as
security and surveillance. The public release of several datasets and code for vision …

Dukemtmc4reid: A large-scale multi-camera person re-identification dataset

M Gou, S Karanam, W Liu, O Camps… - Proceedings of the …, 2017 - openaccess.thecvf.com
In the past decade, research in person re-identification (re-id) has exploded due to its broad
use in security and surveillance applications. Issues such as inter-camera viewpoint …

Learning compact appearance representation for video-based person re-identification

W Zhang, S Hu, K Liu, Z Zha - IEEE Transactions on Circuits …, 2018 - ieeexplore.ieee.org
This paper presents a novel approach for video-based person re-identification using
multiple convolutional neural networks (CNNs). Unlike the previous work, we intend to …

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 …

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 …

How important are faces for person re-identification?

J Dietlmeier, J Antony, K McGuinness… - 2020 25th …, 2021 - ieeexplore.ieee.org
This paper investigates the dependence of existing state-of-the-art person re-identification
models on the presence and visibility of human faces. We apply a face detection and …

A privacy-aware architecture at the edge for autonomous real-time identity reidentification in crowds

SA Miraftabzadeh, P Rad, KKR Choo… - IEEE Internet of …, 2017 - ieeexplore.ieee.org
The capability to perform identity reidentification in a crowd (eg, from video feeds from a
network of cameras, and social media platforms, such as Facebook and Instagram) …

Unsupervised adaptive re-identification in open world dynamic camera networks

R Panda, A Bhuiyan, V Murino… - Proceedings of the …, 2017 - openaccess.thecvf.com
Person re-identification is an open and challenging problem in computer vision. Existing
approaches have concentrated on either designing the best feature representation or …