Unsupervised person Re-identification: A review of recent works

M Jahan, M Hassan, S Hossin, MI Hossain, M Hasan - Neurocomputing, 2024 - 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 seen an …

Transformer-based attention network for vehicle re-identification

J Lian, D Wang, S Zhu, Y Wu, C Li - Electronics, 2022 - mdpi.com
Vehicle re-identification (ReID) focuses on searching for images of the same vehicle across
different cameras and can be considered as the most fine-grained ID-level classification …

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 …

Semantic-oriented feature coupling transformer for vehicle re-identification in intelligent transportation system

Z Yu, Z Huang, J Pei, L Tahsin… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
More robust intelligent transportation systems including autonomous driving systems are in
full flourish with the revolution of deep learning and the 6G wireless communication network …

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 …

Human-in-the-loop vehicle ReID

Z Li, D Zhang, Y Shen, G Chen - … of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
Vehicle ReID has been an active topic in computer vision, with a substantial number of deep
neural models proposed as end-to-end solutions. In this paper, we solve the problem from a …

View-aware attribute-guided network for vehicle re-identification

S Tumrani, W Ali, R Kumar, AA Khan, FA Dharejo - Multimedia Systems, 2023 - Springer
Vehicle re-identification is one of the essential application of urban surveillance. Due to
enormous variation in inter-class and intra-class resemblance creates a challenge for …

A survey on person and vehicle re‐identification

Z Wang, L Wang, Z Shi, M Zhang, Q Geng… - IET Computer …, 2024 - Wiley Online Library
Person/vehicle re‐identification aims to use technologies such as cross‐camera retrieval to
associate the same person (same vehicle) in the surveillance videos at different locations …

Discriminative-region attention and orthogonal-view generation model for vehicle re-identification

H Li, Y Wang, Y Wei, L Wang, G Li - Applied Intelligence, 2023 - Springer
Vehicle re-identification (Re-ID) is urgently demanded to alleviate the pressure caused by
the increasingly onerous task of urban traffic management. Multiple challenges hamper the …

Vehicle re-identification by separating representative spatial features

W Zhou, J Lian, S Zhu, Y Wu, DH Wang - Cognitive Computation, 2023 - Springer
As a complex image classification problem, re-identification (ReID) requires the model to
capture diverse representative features of vehicles through different spatial orientation …