Target tracking based on collaborative learning kernelized correlation filter

B Sun, C Li, L Zeng, Q Sang - 2018 International Symposium in …, 2018 - ieeexplore.ieee.org
In this paper, a tracking algorithm based on collaborative learning Kernelized Correlation
Filter is proposed. According to the framework of KCF, two trackers based on HoG and CN …

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 …

KCF Tracking Algorithm Based on Outlier Detection

Y Liu, Y He, Q Tian, J Yang - … and Devices: Proceedings of ICCD 2017, 2019 - Springer
Aiming at the problem that the traditional kernel correlation filter (KCF) tracking algorithm
cannot re-detect the target, when the target is missing due to illumination variation, severe …

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 …

Algorithms based on correlation filter in target tracking: A survey

Z Yuan, D Shan - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
As an important field of computer vision, target tracking has been widely used in artificial
intelligence fields such as intelligent manufacturing and intelligent transportation. As one of …

A Fast Adaptive Multi-Scale Kernel Correlation Filter Tracker for Rigid Object

K Zheng, Z Zhang, C Qiu - Sensors, 2022 - mdpi.com
The efficient and accurate tracking of a target in complex scenes has always been one of the
challenges to tackle. At present, the most effective tracking algorithms are basically neural …

Enkcf: Ensemble of kernelized correlation filters for high-speed object tracking

B Uzkent, YW Seo - … IEEE Winter Conference on Applications of …, 2018 - ieeexplore.ieee.org
Computer vision technologies are very attractive for practical applications running on
embedded systems. For such applications, it is desirable for the deployed algorithms to run …

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 …

Satellite video target tracking based on kernel correlation filtering and trajectory prediction

X Liu, H Shang - Second International Conference on Optics …, 2022 - spiedigitallibrary.org
There are various problems in the current target tracking of satellite videos, such as the
small size of moving targets, few textures, and easy occlusion. To solve the problem of …

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 …