[HTML][HTML] Dynamic Tracking Aggregation with Transformers for RGB-T Tracking

X Liu, Z Lei - Journal of Information Processing Systems, 2023 - jips-k.org
RGB-thermal (RGB-T) tracking using unmanned aerial vehicles (UAVs) involves challenges
with regards to the similarity of objects, occlusion, fast motion, and motion blur, among other …

Learning local-global multi-graph descriptors for RGB-T object tracking

C Li, C Zhu, J Zhang, B Luo, X Wu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
RGB-thermal (RGB-T) object tracking, which has attracted much recent attention, uses
thermal infrared information to assist object tracking with visible light information. However, it …

RGB-T object tracking: Benchmark and baseline

C Li, X Liang, Y Lu, N Zhao, J Tang - Pattern Recognition, 2019 - Elsevier
Abstract RGB-Thermal (RGB-T) object tracking receives more and more attention due to the
strongly complementary benefits of thermal information to visible data. However, RGB-T …

Online learning samples and adaptive recovery for robust rgb-t tracking

J Liu, Z Luo, X Xiong - … on Circuits and Systems for Video …, 2023 - ieeexplore.ieee.org
With the increasing diversity of visual tracking tasks, object tracking in RGB and thermal
(RGB-T) modalities has received widespread interest. Most of the existing RGB-T tracking …

Adaptive fusion CNN features for RGBT object tracking

Y Wang, X Wei, X Tang, H Shen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Thermal sensors play an important role in intelligent transportation system. This paper
studies the problem of RGB and thermal (RGBT) tracking in challenging situations by …

Jointly modeling motion and appearance cues for robust RGB-T tracking

P Zhang, J Zhao, C Bo, D Wang, H Lu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this study, we propose a novel RGB-T tracking framework by jointly modeling both
appearance and motion cues. First, to obtain a robust appearance model, we develop a …

Learning target-oriented dual attention for robust RGB-T tracking

R Yang, Y Zhu, X Wang, C Li, J Tang - arXiv preprint arXiv:1908.04441, 2019 - arxiv.org
RGB-Thermal object tracking attempt to locate target object using complementary visual and
thermal infrared data. Existing RGB-T trackers fuse different modalities by robust feature …

Adaptive multi-modal decision fusion for RGB-T tracking

SK Chon - Third International Conference on Computer Vision …, 2023 - spiedigitallibrary.org
RGB-T tracking aims to capture both position and scale of a specific target, with the
guidance of both visible and thermal images. With the popularity of multi-modal sensors, this …

WF_DiMP: weight-aware dual-modal feature aggregation mechanism for RGB-T tracking

Z Wang, Y Ding, P Wu, J Zhang - Seventh Symposium on …, 2021 - spiedigitallibrary.org
Visual object tracking has attracted a lot of interests due to its applications in numerous
fields such as industry and security. Because the change of illumination could lead to RGB …

RGB-T object tracking via sparse response-consistency discriminative correlation filters

Y Huang, X Li, R Lu, N Qi - Infrared Physics & Technology, 2023 - Elsevier
RGB-T object tracking is an emerging topic in the object tracking community owing to the
complementarity of visual and thermal infrared images. However, existing RGB-T trackers …