RGB-T image analysis technology and application: A survey

K Song, Y Zhao, L Huang, Y Yan, Q Meng - Engineering Applications of …, 2023 - Elsevier
Abstract RGB-Thermal infrared (RGB-T) image analysis has been actively studied in recent
years. In the past decade, it has received wide attention and made a lot of important …

Visible-thermal UAV tracking: A large-scale benchmark and new baseline

P Zhang, J Zhao, D Wang, H Lu… - Proceedings of the …, 2022 - openaccess.thecvf.com
With the popularity of multi-modal sensors, visible-thermal (RGB-T) object tracking is to
achieve robust performance and wider application scenarios with the guidance of objects' …

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
The combination of infrared and visible videos aims to gather more comprehensive feature
information from multiple sources and reach superior results on various practical tasks, such …

Bridging search region interaction with template for rgb-t tracking

T Hui, Z Xun, F Peng, J Huang, X Wei… - Proceedings of the …, 2023 - openaccess.thecvf.com
RGB-T tracking aims to leverage the mutual enhancement and complement ability of RGB
and TIR modalities for improving the tracking process in various scenarios, where cross …

RGBT tracking: A comprehensive review

M Feng, J Su - Information Fusion, 2024 - Elsevier
In recent years, visual object tracking, as a prominent research area in computer vision, has
garnered significant attention. To bolster the robustness of trackers across a spectrum of …

Temporal adaptive rgbt tracking with modality prompt

H Wang, X Liu, Y Li, M Sun, D Yuan, J Liu - Proceedings of the AAAI …, 2024 - ojs.aaai.org
RGBT tracking has been widely used in various fields such as robotics, surveillance
processing, and autonomous driving. Existing RGBT trackers fully explore the spatial …

Asymmetric global–local mutual integration network for RGBT tracking

J Mei, Y Liu, C Wang, D Zhou, R Nie… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
RGB and thermal infrared (RGBT) tracking as a solution in complex environments has
gradually become a research hotspot. The powerful complementarity between RGB and …

Multiscale cross-modal homogeneity enhancement and confidence-aware fusion for multispectral pedestrian detection

R Li, J Xiang, F Sun, Y Yuan, L Yuan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Multispectral pedestrian detection has shown many advantages in a variety of environments,
particularly poor illumination conditions, by leveraging visible-thermal modalities. However …

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 …

Dynamic fusion network for RGBT tracking

J Peng, H Zhao, Z Hu - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Since both visible and infrared images have their own advantages and disadvantages,
RGBT tracking plays an important role in intelligent transportation systems. The key points of …