Deep quadruplet appearance learning for vehicle re-identification

J Hou, H Zeng, J Zhu, J Hou, J Chen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Vehicle re-identification (Re-ID) plays an important role in intelligent transportation systems.
It usually suffers from various challenges encountered on the real-life environments, such as …

Viewpoint adaptation learning with cross-view distance metric for robust vehicle re-identification

Q Wang, W Min, Q Han, Z Yang, X Xiong, M Zhu… - Information …, 2021 - Elsevier
Many vehicle re-identification (Re-ID) problems require the robust recognition of vehicle
instances across multiple viewpoints. Existing approaches for dealing with the vehicle re-ID …

Multi-label-based similarity learning for vehicle re-identification

S Alfasly, Y Hu, H Li, T Liang, X Jin, B Liu… - IEEE Access, 2019 - ieeexplore.ieee.org
The massive attention to the surveillance video-based analysis makes the vehicle re-
identification one of the current hot areas of interest to study. Extracting discriminative visual …

Multi-scale attention vehicle re-identification

A Zheng, X Lin, J Dong, W Wang, J Tang… - Neural Computing and …, 2020 - Springer
Vehicle re-identification (Re-ID) aims to match the vehicle images with the same identity
captured by the non-overlapping surveillance cameras. Most existing vehicle Re-ID methods …

LABNet: Local graph aggregation network with class balanced loss for vehicle re-identification

AMN Taufique, A Savakis - Neurocomputing, 2021 - Elsevier
Vehicle re-identification is an important computer vision task where the objective is to
identify a specific vehicle among a set of vehicles seen at various viewpoints. Recent …

Detail enhancement-based vehicle re-identification with orientation-guided re-ranking

Z Sun, X Nie, X Bi, S Wang, Y Yin - Pattern Recognition, 2023 - Elsevier
Vehicle re-identification (re-ID) has attracted extensive attention in the field of computer
vision owing to the development of smart cities. Two issues remain in the task of vehicle re …

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 …

Partner learning: A comprehensive knowledge transfer for vehicle re-identification

W Qian, Z He, C Chen, S Peng - Neurocomputing, 2022 - Elsevier
The intra-class variability and inter-class similarity challenges caused by diverse viewpoints,
illumination, and similar appearances are crucial in Re-Identification (Re-ID). Previous …

Variational representation learning for vehicle re-identification

SAS Alfasly, Y Hu, T Liang, X Jin… - … Conference on Image …, 2019 - ieeexplore.ieee.org
Vehicle Re-identification is attracting more and more attention in recent years. One of the
most challenging problems is to learn an efficient representation for a vehicle from its multi …

Combination of appearance and license plate features for vehicle re-identification

Y He, C Dong, Y Wei - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
In this work, we propose a two-module framework that combines appearance and
corresponding license plate features for vehicle re-identification (Re-ID). In the appearance …