Siamese infrared and visible light fusion network for RGB-T tracking

J Peng, H Zhao, Z Hu, Y Zhuang, B Wang - International Journal of …, 2023 - Springer
Due to the different photosensitive properties of infrared and visible light, infrared and visible
light images have individual features. However, since the registered RGB-T image pairs shot …

SiamMMF: multi-modal multi-level fusion object tracking based on Siamese networks

Z Yang, P Huang, D He, Z Cai, Z Yin - Machine Vision and Applications, 2023 - Springer
Feature-level or pixel-level fusion is a common technique for integrating different modes of
information in RGB-T object tracking. A good fusion method between modalities can …

SiamTFA: Siamese Triple-Stream Feature Aggregation Network for Efficient RGBT Tracking

J Zhang, Y Qin, S Fan, Z Xiao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
RGBT tracking is a task that utilizes images from visible (RGB) and thermal infrared (TIR)
modalities to continuously locate a target, which plays an important role in various fields …

Multi-scale feature extraction and fusion with attention interaction for RGB-T tracking

H Xing, W Wei, L Zhang, Y Zhang - Pattern Recognition, 2025 - Elsevier
RGB-T single-object tracking aims to track objects utilizing both RGB images and thermal
infrared (TIR) images. Though the siamese-based RGB-T tracker shows its advantage in …

Multi-scale feature interactive fusion network for rgbt tracking

X Xiao, X Xiong, F Meng, Z Chen - Sensors, 2023 - mdpi.com
The fusion tracking of RGB and thermal infrared image (RGBT) is paid wide attention to due
to their complementary advantages. Currently, most algorithms obtain modality weights …

Exploring the potential of Siamese network for RGBT object tracking

L Feng, K Song, J Wang, Y Yan - Journal of Visual Communication and …, 2023 - Elsevier
Siamese tracking is one of the most promising object tracking methods today due to its
balance of performance and speed. However, it still performs poorly when faced with some …

SiamCAF: Complementary attention fusion-based Siamese network for RGBT tracking

Y Xue, J Zhang, Z Lin, C Li, B Huo, Y Zhang - Remote Sensing, 2023 - mdpi.com
The tracking community is increasingly focused on RGBT tracking, which leverages the
complementary strengths of corresponding visible light and thermal infrared images. The …

Dual Siamese network for RGBT tracking via fusing predicted position maps

C Guo, D Yang, C Li, P Song - The Visual Computer, 2022 - Springer
Visual object tracking is a basic task in the field of computer vision. Despite the rapid
development of visual object tracking, it is not reliable to use only visible light images for …

Hdinet: Hierarchical dual-sensor interaction network for rgbt tracking

J Mei, D Zhou, J Cao, R Nie, Y Guo - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
RGBT tracking is a practical solution that combines RGB and thermal infrared modes to
solve tracking failures in complex environments to achieve all-day and all-weather work …

External-attention dual-modality fusion network for RGBT tracking

K Yan, J Mei, D Zhou, L Zhou - The Journal of Supercomputing, 2023 - Springer
Due to the unique complementarity of RGB and thermal (RGBT) images, RGBT tracking has
gradually become a crucial area of research. To achieve robust tracking performance, how …