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 …

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 …

Anti-Occlusion Tracking Method Based on Kernel Correlation Filter

W Jiang, F Zhang - 2018 International Conference on Network …, 2018 - atlantis-press.com
In the real scene, the target itself and the background will be unpredictable changes, such
as the occlusion and other factors will bring greater challenges to the object tracking. In this …

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 …

Improved target tracking algorithm based on kernelized correlation filter

HG Liang, DM Gao, JW Li… - Journal of Electronic …, 2019 - spiedigitallibrary.org
We propose an improved object tracking algorithm based on kernelized correlation filter
(KCF), which can overcome the drawback of traditional KCF algorithms in that they cannot …

Object tracking based on kernel correlation filter and multi-feature fusion

L Dalei, L Ruitao, Y Xiaogang - 2019 Chinese Automation …, 2019 - ieeexplore.ieee.org
Target tracking is a hotpot issue in computer vision. This study proposed a robust tracking
algorithm based on kernel correlation filter and multi-feature fusion. Firstly, an effective …

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 …

[PDF][PDF] An anti-occlusion and scale adaptive kernel correlation filter for visual object tracking

Y Huang, C Ju, X Hu, W Ci - KSII Transactions on Internet and …, 2019 - koreascience.kr
Focusing on the issue that the conventional Kernel Correlation Filter (KCF) algorithm has
poor performance in handling scale change and obscured objects, this paper proposes an …

Scale adaptive kernel correlation filter tracking algorithm combined with learning rate adjustment

D Wu, L Peng - MATEC Web of Conferences, 2018 - matec-conferences.org
Aiming at the problem that the traditional correlation filter tracking algorithm is prone to
tracking failure under the target's scale change and occlusion environment, we propose a …

A Correlation Particle Filter Target Tracking Algorithm Based on Adaptive Feature Fusion

D Guipeng, TAO Gang, P Chunqiao… - … Congress on Image …, 2020 - ieeexplore.ieee.org
In order to improve the tracking accuracy and success rate of correlation filtering algorithm in
the case of severe occlusion and background interference, a correlation particle filter target …