An improved target tracking learning detection algorithm

Y Gao, C Xu, S Cao - Eighth International Conference on …, 2023 - spiedigitallibrary.org
Aiming at the problem that Tracking accuracy of Tracking-Learning-Detection (TLD) tracking
algorithm decreases when targets are under different light and shade conditions and target …

Improved target tracking algorithm based on kernelized correlation filter

L Yu, C Fan, Y Ming - Journal of Computer Applications, 2015 - joca.cn
Focusing on the issue that the Kernelized Correlation Filter (KCF) tracking algorithm has
poor performance in handling scale-variant target, a multi-scale tracking algorithm called …

Kernel-correlated filtering target tracking algorithm based on multi-features fusion

H Yan, M Xie, P Wang, Y Zhang, C Luo - IEEE Access, 2019 - ieeexplore.ieee.org
When the color of the target is similar to the color of the background or illumination of a
scene, scale, and shape of the target change significantly, the traditional kernel-correlated …

Dynamic target tracking based on corner enhancement with Markov decision process

G Zuo, T Du, L Ma - The Journal of Engineering, 2018 - Wiley Online Library
The tracking–learning–detection (TLD) algorithm applied in the home environment can
effectively improve the tracking robustness. However, it has the problems of single target …

Multi-scale kernel correlation filter for visual tracking

F Chen, Q Ding, B Hui, Z Chang… - Optical Sensing and …, 2018 - spiedigitallibrary.org
Correlation filter, previously used in object detection and recognition assignment within
single image, has become a popular approach to visual tracking due to its high efficiency …

Learning Rate Adaptive Kernel Correlation Filter Tracking Algorithm Combined with Multi-feature Fusion

C Wang, Q Yu, J Sun - Proceedings of the 2nd International Conference …, 2019 - dl.acm.org
The tracking approaches based on correlation filter have shown their particular importance
due to the performance superiority from the perspectives of accuracy and speed. However …

Improvement of Kernel Correlation Filtering Algorithm Based on Kalman Filter

G Shi, B Zhang, X Geng, Y Liu… - 2022 IEEE 17th …, 2022 - ieeexplore.ieee.org
Kernel correlation filtering algorithm is based on the concept of correlation filtering. By
introducing methods such as kernel functions and cyclic matrices, the target tracking speed …

[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 …

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 …

Performance evaluation of imaging seeker tracking algorithm based on multi-features

Y Li, J Yan - … on Photoelectronic Detection and Imaging 2011 …, 2011 - spiedigitallibrary.org
The paper presents a new efficient method for performance evaluation of imaging seeker
tracking algorithm. The method utilizes multi features which associate with tracking point of …