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 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 …

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 …

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 …

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 …

A Real-Time Target Tracking Algorithm Based on Improved Kernel Correlation Filter

P Liu, J Du, S He, G Ren - 2021 5th International Conference …, 2021 - ieeexplore.ieee.org
At present, target tracking technology is a popular computer vision technology, which is of
great significance in people's production and life. But there are still some important and …

[HTML][HTML] Object tracking algorithm based on correlation filtering and color probability model

J ZHANG, T CHANG, W DAI, L GUO, L ZHANG - Journal of Computer …, 2020 - joca.cn
In order to solve the interference of similar background to object tracker in ground battlefield
environment, an object tracking algorithm combining correlation filtering and improved color …

Object Tracking Algorithm Based on Margin Feature Fusion

Z Wangsheng, P Xiuqin - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
In the target tracking algorithm, extracting features from images is a vital link. By extracting
the features of the tracking target and the surrounding area samples, the higher the similarity …

An Adaptive Kernel based Correlation Filter Algorithm for Real Time Object Tracking

W Lijia, W Binbin, C Xufeng - 2020 12th International …, 2020 - ieeexplore.ieee.org
We proposed an adaptive kernel based correlation filter algorithm (AKCF) for object tracking.
The algorithm includes two filters: a translation filter and a scale filter. In our method, we …

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 …