Long-term tracking based on kernelized correlation filtering

W Qiang, Z Zheng - … on Network and Information Systems for …, 2018 - ieeexplore.ieee.org
Aiming at the problems of kernelized correlation filter tracking algorithm such as scale
change, severe occlusion and tracking failure under similar target tracking, a long-term …

Improved kernel correlation filter based moving target tracking for robot grasping

F Peng, Q Xu, Y Li, M Zheng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Tracking and grasping moving objects are hot topics in the field of robots, which provides
great potential in the industrial scene and human–computer cooperation. Based on the …

Real-time experimental study of Kernelized correlation filter tracker using RGB Kinect camera

S Yadav, S Payandeh - 2018 IEEE 9th Annual Information …, 2018 - ieeexplore.ieee.org
Over years correlation filter-based trackers have proved their worth with their increased
efficiency and increased computation speed. Kernelized Correlation Filter (KCF) was one …

A target tracking method based on KCF for omnidirectional vision

C Cai, X Liang, B Wang, Y Cui… - 2018 37th Chinese …, 2018 - ieeexplore.ieee.org
Omnidirectional vision can solve the problem that the tracking object easily lost in
perspective vision with narrow sight. In this paper, we propose a tracking method based on …

[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 …

Anti-occlusion target tracking algorithm based on template filtering

W Cheng, C Xu, J Tian - MIPPR 2019: Automatic Target …, 2020 - spiedigitallibrary.org
This paper proposes an effective anti-occlusion target tracking algorithm based on template
filtering. First, The location correlation filters are constructed to determine the target center …

Scale Adaptive Target Tracking Algorithm Based on Correlation Filtering

F Lin, H Wei, Y Qi, Q Li - Journal of Physics: Conference Series, 2019 - iopscience.iop.org
Focusing on the issue that the kernel correlation filter tracking method can not accurately
adapt to the target scale change, a scale estimation method is added under the kernel …

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 …

Correlation filter based fisheye video target tracking with adaptive weighted feature integration

C Huang, X Zhou, S Chen, Z Shao… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Tracking target in fisheye camera is getting increasing interest and wide applications.
However, due to the special imaging principle of the fisheye lens, videos shoot by fisheye …

Improved kernel correlation filter tracking with Gaussian scale space

S Tan, Y Liu, Y Li - … and Applications, and Robot Sensing and …, 2016 - spiedigitallibrary.org
Recently, Kernel Correlation Filter (KCF) has achieved great attention in visual tracking filed,
which provide excellent tracking performance and high possessing speed. However, how to …