Dual-stream siamese network for vehicle re-identification via dilated convolutional layers

N Dilshad, JS Song - … Conference on Smart Internet of Things …, 2021 - ieeexplore.ieee.org
… of the moving vehicle change for the … a dual-stream Siamese network for vehicle re-identification
by substitution of few traditional convolutional layers into dilated convolutional layers (…

A comprehensive overview of person re-identification approaches

H Wang, H Du, Y Zhao, J Yan - Ieee Access, 2020 - ieeexplore.ieee.org
… [286] designed a dual-stream network to extract appearance … For deep convolutional
neural networks, accuracy and … an improved Dilated Temporal Pyramid (DTP) convolution to …

Multi-Query Vehicle Re-Identification: Viewpoint-Conditioned Network, Unified Dataset and New Metric

A Zheng, C Zhang, C Li, J Tang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
vehicle re-identification methods mainly 1 rely on the single query, which has limited information
for vehicle … send to the 397 next layer of the network as viewpoint encoding information. …

Siamese Meets Diffusion Network: SMDNet for Enhanced Change Detection in High-Resolution RS Imagery

J Jia, G Lee, Z Wang, L Zhi, Y He - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
dual-stream network (pseudo-Siamese) and a Siamese … “F” represents the dilated convolution
version. These blocks are … learning for unsupervised vehicle re-identification,” 2023, arXiv:…

Survey for person re-identification based on coarse-to-fine feature learning

M Liu, J Zhao, Y Zhou, H Zhu, R Yao… - Multimedia Tools and …, 2022 - Springer
… corresponding siamese convolutional neural networks and … They design a dual-stream
framework, which is comprised of a … convolutional layer of the network adopts several dilated

Transformer-based person re-identification: a comprehensive review

PK Sarker, Q Zhao, MK Uddin - … on Intelligent Vehicles, 2024 - ieeexplore.ieee.org
… A re-ID solution based on Siamese network was given by the … it to be more effective than
convolutional neural networks. Vision … temporal convolution blocks with varying dilation factors. …

A cross-modal multi-granularity attention network for RGB-IR person re-identification

J Jiang, K Jin, M Qi, Q Wang, J Wu, C Chen - Neurocomputing, 2020 - Elsevier
… The middle part of the attention unit for dual-stream input is … the same convolution layer
during training, places them in two … the size of feature map is enlarged to that of the original input …

A Person Re-Identification Method Incorporating Multigrain Features and Human Body Knowledge

J Wang, Z Wan, C Wang, W Du - … on Neural Networks (IJCNN), 2023 - ieeexplore.ieee.org
… Suh [5] et al. proposed a dual-stream network for pose estimation and … convolution. The
feature map obtained by summation of the output upsampled twice using the dilated convolution

Differential feature awareness network within antagonistic learning for infrared-visible object detection

R Zhang, L Li, Q Zhang, J Zhang, L Xu… - … on Circuits and …, 2023 - ieeexplore.ieee.org
… [39] proposed a dual-stream multilayer convolutional … Therefore, we use dilated convolution
with a dilation rate of 3 to … for visible-infrared person re-identification,” IEEE Transactions on …

VcT: Visual change transformer for remote sensing image change detection

B Jiang, Z Wang, X Wang, Z Zhang… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
… [15] propose a Siamese network architecture that contains a … For the computation defined
in each layer l in the GCN, we … dual-stream network that extracts features from the image via