Extended kernelized correlation tracking with target enhancement and sample selection

P Liu, C Liu, W Zhao, X Tang - 2017 IEEE 29th International …, 2017 - ieeexplore.ieee.org
In this paper, we address the problem of fast motion and bound effect about the popular high-
speed correlation filters-based trackers. Such trackers are facing with the contradiction …

Correlation filter tracking based on superpixel and multifeature fusion

H Zhang, H Wang, P He - Optoelectronics Letters, 2021 - Springer
For the correlation filtering (CF) tracking algorithm is not robust enough and cannot adapt to
scale changes, target occlusion (OCC) and other complex interferences. We introduce a CF …

Long-term target tracking for UAV based on correlation filter

Q Xiao, Q Zhang, B Wu, X Han, X Wu - … , Signal Processing, and Systems …, 2019 - Springer
During UAV target tracking, there still exist some issues such as severe deformation, scale
variance, occlusion and even fast motion. In this paper, we propose a more stable, real-time …

High-precision Sub-pixel Object Tracking Algorithm

Y Ji, P Yin, X Sun, Q Jia, N Guo… - 2021 IEEE 6th …, 2021 - ieeexplore.ieee.org
Aiming at the problem that the positioning accuracy of the KCF tracking algorithm is difficult
to reach the pixel level and cannot adapt to the target scale variation well, the correlation …

Target Tracking Methods Based on Deep Learning

G Yuan, W Huang, J Cai - 2023 IEEE 8th International …, 2023 - ieeexplore.ieee.org
Target tracking has also received a great deal of attention from society. The basic problem of
a target tracking algorithm is to select a target of interest in a video or image sequence, and …

Research on unmanned aerial vehicle target tracking based on kernel correlation filter and kalman filter

S Gao, J Zhang, C Wang… - 2023 4th International …, 2023 - ieeexplore.ieee.org
In UAV (Unmanned Aerial Vehicle) target tracking, due to the complexity of the ground
scene, it brings great interference to target detection and tracking. Therefore, a method …

Planar Tracking based on Deep Learning

CY Tsai, YC Feng - 2019 8th International Conference on …, 2019 - ieeexplore.ieee.org
Planar tracking is an essential function in computer vision to address the problem of tracking
a planar target affected by illumination, deformation and blurring with real-time performance …

Adaptive kernel correlation filter tracking algorithm in complex scenes

JP Sun, EJ Ding, B Sun, ZY Liu, KL Zhang - IEEE Access, 2020 - ieeexplore.ieee.org
The traditional kernel correlation filter (KCF) algorithm has poor tracking results in complex
scenes with severe occlusion, deformation, and low resolution and cannot achieve long …

Moving object tracking using hybrid method

G Swalaganata, Y Affriyenni - 2018 International Conference …, 2018 - ieeexplore.ieee.org
Moving object tracking is a method used to estimate the trajectory, detect and analyze
changes that occur in an observed object in a video. The moving observed object can be a …

Design and Optimization of Visual Tracking Algorithm Based on Deep Learning

Z Han - 2023 2nd International Conference on 3D Immersion …, 2023 - ieeexplore.ieee.org
Visual tracking is a challenge in computer vision. Visual tracking has various practical
application scenarios, and is used in intelligent video surveillance system, analysis and …