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 …

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 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 …

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 …

A high-speed multi-scale kernel correlation filter tracking algorithm

B Fu, Z Song, F Wang, W Gao… - … Conference on Digital …, 2019 - spiedigitallibrary.org
Recently, Kernel Correlation Filter (KCF) is recognized as one of the best visual tracking
algorithms which provide excellent tracking performance and high possessing speed …

Object Tracking with Multi-sample Correlation Filters

Q Tian - … : 27th International Conference, ICONIP 2020, Bangkok …, 2020 - Springer
Due to the real-time tracking and location accuracy of the kernel correlation filtering (KCF)
algorithm, this method is now widely used in object tracking tasks. However, whether KCF or …

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 …

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 …

[PDF][PDF] An Improved Kernel Correlation Filter Tracking Combined with Mobilenet SSD

CJ Wang, Y Ding, Y Ji - Journal of Computers, 2022 - csroc.org.tw
This article mainly solves the problems that exist when using the Kernel Correlation Filter
(KCF) for tracking in complex scenarios. To make the algorithm suitable for target tracking …

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 …