Object fusion tracking based on visible and infrared images: A comprehensive review
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 …
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
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) …
applications and attracted increasing attention in the field of artificial intelligence (AI) …
3d siamese voxel-to-bev tracker for sparse point clouds
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 …
LiDAR points in dynamic environments. In this work, we propose a Siamese voxel-to-BEV …
EANTrack: An efficient attention network for visual tracking
Recently, Siamese trackers have gained widespread attention in visual tracking due to their
exceptional performance. However, many trackers still suffer from limitations in challenging …
exceptional performance. However, many trackers still suffer from limitations in challenging …
Repformer: a robust shared-encoder dual-pipeline transformer for visual tracking
Siamese-based trackers have achieved outstanding tracking performance. However, these
trackers in complex scenarios struggle to adequately integrate the valuable target feature …
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 …
Although the existing Siamese-based tracking methods have achieved a relative balance …
Robust visual tracking with extreme point graph-guided annotation: Approach and experiment
Recent advancements in the field of visual tracking have been propelled by the
amalgamation of Siamese networks and region proposal networks, which have …
amalgamation of Siamese networks and region proposal networks, which have …
Siamese implicit region proposal network with compound attention for visual tracking
Recently, siamese-based trackers have achieved significant successes. However, those
trackers are restricted by the difficulty of learning consistent feature representation with the …
trackers are restricted by the difficulty of learning consistent feature representation with the …
BANDT: A border-aware network with deformable transformers for visual tracking
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 …
sliding-window paradigm have recently drawn widespread attention in the tracking …
Distractor-aware event-based tracking
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 …
fundamental vision tasks to high-level vision researches. Due to its ability to asynchronously …