Object fusion tracking based on visible and infrared images: A comprehensive review

X Zhang, P Ye, H Leung, K Gong, G Xiao - Information Fusion, 2020 - Elsevier
Visual object tracking has attracted widespread interests recently. Due to the complementary
features provided by visible and infrared images, fusion tracking based on visible and …

Siamese object tracking for unmanned aerial vehicle: A review and comprehensive analysis

C Fu, K Lu, G Zheng, J Ye, Z Cao, B Li, G Lu - Artificial Intelligence Review, 2023 - Springer
Unmanned aerial vehicle (UAV)-based visual object tracking has enabled a wide range of
applications and attracted increasing attention in the field of artificial intelligence (AI) …

3d siamese voxel-to-bev tracker for sparse point clouds

L Hui, L Wang, M Cheng, J Xie… - Advances in Neural …, 2021 - proceedings.neurips.cc
Abstract 3D object tracking in point clouds is still a challenging problem due to the sparsity of
LiDAR points in dynamic environments. In this work, we propose a Siamese voxel-to-BEV …

EANTrack: An efficient attention network for visual tracking

F Gu, J Lu, C Cai, Q Zhu, Z Ju - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recently, Siamese trackers have gained widespread attention in visual tracking due to their
exceptional performance. However, many trackers still suffer from limitations in challenging …

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 …

RPformer: A robust parallel transformer for visual tracking in complex scenes

F Gu, J Lu, C Cai - IEEE Transactions on Instrumentation and …, 2022 - ieeexplore.ieee.org
The Siamese architecture has shown remarkable performance in the field of visual tracking.
Although the existing Siamese-based tracking methods have achieved a relative balance …

Robust visual tracking with extreme point graph-guided annotation: Approach and experiment

P Gao, XY Zhang, XL Yang, F Gao, H Fujita… - Expert Systems with …, 2024 - Elsevier
Recent advancements in the field of visual tracking have been propelled by the
amalgamation of Siamese networks and region proposal networks, which have …

Siamese implicit region proposal network with compound attention for visual tracking

S Chan, J Tao, X Zhou, C Bai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recently, siamese-based trackers have achieved significant successes. However, those
trackers are restricted by the difficulty of learning consistent feature representation with the …

BANDT: A border-aware network with deformable transformers for visual tracking

K Yang, H Zhang, J Shi, J Ma - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Siamese trackers that predict a tracking box over a regular grid of feature maps based on the
sliding-window paradigm have recently drawn widespread attention in the tracking …

Distractor-aware event-based tracking

Y Fu, M Li, W Liu, Y Wang, J Zhang… - … on Image Processing, 2023 - ieeexplore.ieee.org
Event cameras, or dynamic vision sensors, have recently achieved success from
fundamental vision tasks to high-level vision researches. Due to its ability to asynchronously …