Correlation filter based single object tracking: A review

A Kumar, R Vohra, R Jain, M Li, C Gan, DK Jain - Information Fusion, 2024 - Elsevier
In recent years, correlation filter-based (CF) tracking algorithms have gained momentum in
the field of visual tracking. CF tracking algorithms have achieved compelling performance by …

Thermal infrared target tracking: A comprehensive review

D Yuan, H Zhang, X Shu, Q Liu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Thermal infrared (TIR) target tracking task is not affected by illumination changes and can be
tracked at night, on rainy days, foggy days, and other extreme weather; so it is widely used in …

Aligned spatial-temporal memory network for thermal infrared target tracking

D Yuan, X Shu, Q Liu, Z He - IEEE Transactions on Circuits and …, 2022 - ieeexplore.ieee.org
Thermal infrared (TIR) target tracking is susceptible to occlusion and similarity interference,
which obviously affects the tracking results. To resolve this problem, we develop an Aligned …

Repformer: a robust shared-encoder dual-pipeline transformer for visual tracking

F Gu, J Lu, C Cai, Q Zhu, Z Ju - Neural Computing and Applications, 2023 - Springer
Siamese-based trackers have achieved outstanding tracking performance. However, these
trackers in complex scenarios struggle to adequately integrate the valuable target feature …

Dynamic feature-memory transformer network for RGBT tracking

M Li, P Zhang, M Yan, H Chen, C Wu - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
RGBT object tracking is an important research topic due to the complementary features of
visible and thermal infrared images. However, the established fast-tracking Siamese series …

A Comprehensive Review of RGBT Tracking

H Zhang, D Yuan, X Shu, Z Li, Q Liu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
RGBT tracking seeks to leverage both visible and thermal infrared images to enhance the
robustness of target tracking. This method makes up for the limitations of single-sensor …

Thermal Image Tracking for Search and Rescue Missions with a Drone

S Yeom - Drones, 2024 - mdpi.com
Infrared thermal imaging is useful for human body recognition for search and rescue (SAR)
missions. This paper discusses thermal object tracking for SAR missions with a drone. The …

[PDF][PDF] SPPT: Siamese Pyramid Pooling Transformer for Visual Object Tracking [C]

Y Fang, B Xie, B Jiang, X Ke, Y Li - Human-centric Computing and …, 2023 - hcisj.com
Recently, visual transformer-based tracking has achieved significant success owing to its
effective attention modeling strategies and global context feature extraction. However, most …

RHL-track: visual object tracking based on recurrent historical localization

F Meng, X Gong, Y Zhang - Neural Computing and Applications, 2023 - Springer
Visual object tracking (VOT) is a fundamental and complex problem in computer vision field.
In the past few years, the research focus has been shifted from template matching to deep …

Channel attentional correlation filters learning with second-order difference for UAV tracking

Y Zhang, YF Yu, KK Huang… - IEEE Geoscience and …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) visual tracking has been a hot research topic in the field of
remote sensing. Many filter-based UAV trackers have achieved excellent performance …