Multi-feature weighted cross-fusion target tracking algorithm based on kernel correlation filtering

T Feng, M Xie, X Liu, J Zhang - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The Kernel Correlation Filtering Algorithm (KCF) is one of the popular algorithms in the field
of target tracking. It has been widely used in many fields because of its advantages in …

A Weight-adaptive Algorithm of Multi Feature Fusion based on Kernel Correlation Filtering for Target Tracking

C Ma, Y Zuo, CLP Chen, T Li - 2021 International Conference …, 2021 - ieeexplore.ieee.org
In most correlation filter target tracking algorithms, poor accuracy in the tracking process for
complex field images of the target and scale change problems. To address these issues, this …

Target tracking algorithm based on image matching and improved kernel correlation filter

W Hou, H Li, J Su, H Cui, X Luo - … International Conference on …, 2021 - ieeexplore.ieee.org
In the classical kernel correlated target tracking algorithms, most of them initialize the target
detector by importing the manually marked targets. Moreover, the anti-occlusion ability of the …

Target tracking algorithm based on improved kernel correlation filtering

H Shi, J Hou, HW Li, J Yi, J Hu… - 2021 China Automation …, 2021 - ieeexplore.ieee.org
Aiming at the problem of severe accuracy degradation in the traditional KCF (Kernel
correlation filter) target tracking algorithm in a complex environment, we propose an …

Target tracking algorithm based on kernel correlation filter with anti-occlusion mechanisms

F Chen, W Xie, T Xia - 2020 15th IEEE International …, 2020 - ieeexplore.ieee.org
To solve the problem of target occlusion in kernel correlation filter, the paper proposes a
target tracking algorithm based on kernel correlation filter with anti-occlusion mechanism. It …

Research on Object Tracking Algorithm Based on KCF

S Bai, X Tang, J Zhang - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
To solve the tracking failure problem of the Kernelized Correlation Filter (KCF) algorithm due
to occlusion, the KCF-AO algorithm which uses the confidence of the response graph to …

Scale adaptive kernel correlation filter tracker with multi-feature fusion

Q Tao, T Zuo, Y Lin - 2019 2nd International Conference on …, 2019 - ieeexplore.ieee.org
In order to solve the problems of illumination variation, scale variety and target occlusion
during the process of tracking, the traditional kernel correlation filter tracking algorithm uses …

Kernel-correlated filtering target tracking algorithm based on multi-features fusion

H Yan, M Xie, P Wang, Y Zhang, C Luo - IEEE Access, 2019 - ieeexplore.ieee.org
When the color of the target is similar to the color of the background or illumination of a
scene, scale, and shape of the target change significantly, the traditional kernel-correlated …

An improved kernel correlation filter for occlusion target tracking

C Ma, G Yu - 2019 IEEE 4th International Conference on Image …, 2019 - ieeexplore.ieee.org
In order to deal with the issues of stable tracking of moving targets under the occlusion
situation, an improved kernel correlation filter is proposed in this paper. Color features can …

An improved KCF tracking algorithm based on multi-feature and multi-scale

W Wu, D Wang, X Luo, Y Su… - MIPPR 2017: Automatic …, 2018 - spiedigitallibrary.org
The purpose of visual tracking is to associate the target object in a continuous video frame.
In recent years, the method based on the kernel correlation filter has become the research …