| 甘志英,王江.基于相关滤波器的视频跟踪算法与仿真[J].唐山学院学报,2019,32(6):9-11 |
| 基于相关滤波器的视频跟踪算法与仿真 |
| Algorithm and Simulation of Video Tracking Based on Correlation Filters |
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| DOI：10.16160/j.cnki.tsxyxb.2019.06.003 |
| 中文关键词: 视频跟踪 相关滤波器 目标跟踪算法 |
| 英文关键词: video tracking correlation filter target tracking algorithm |
| 基金项目:河北省高等学校科学技术研究项目（Z2019046） |
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| 摘要点击次数: 8164 |
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| 中文摘要: |
| 为解决视频跟踪中目标旋转、形变、光照等导致目标丢失问题，提出了一种相关滤波器跟踪算法，该算法利用局部信息，对目标多次训练获取滤波器，再经相关运算对目标位置进行估计，并在线实时更新滤波器。仿真实验表明，该算法具有快速、简单、鲁棒等特点，能够实现对运动目标的实时跟踪。 |
| 英文摘要: |
| In order to solve the problem of target missing caused by target rotation, deformation and illumination in video tracking,a correlation filter tracking algorithm is proposed, which uses the local information to train the target for acquisition of the filter, estimates the target position through relevant calculation, and updates the filter on line in real time. The simulation experiment shows that this algorithm is fast,simple and robust,and it can realize the real-time tracking for the moving target. |
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