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A High-Precision eccentric Tracking Algorithm of Laser Interfering Targets Based on Kernel Correlation Filtering
Zhang, Xing1,2; Tian, Yan1; Pan, Jiajia1,2; Hao, Wei1
2018
会议名称3rd IEEE International Conference on Image, Vision and Computing (ICIVC)
会议录名称2018 IEEE 3RD INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC)
页码637-641
会议日期2018-06-27
会议地点Chongqing, PEOPLES R CHINA
出版者IEEE
产权排序1
摘要

Laser weapons and laser three-dimensional imaging require high precision in target tracking, at the same time, it also need to face the situation where the target is interfered by the laser. To meet this need, in this paper, we propose a high-precision eccentric tracking algorithm based on kernel correlation filtering, which can be used to solve the problem. We simulated on Visual Studio and CCS platforms and the result show that the Average of Center Location Error (ACLE) can reach 0.74 pixels. For comparison, the ACLE of Tracking algorithm Based on Template Matching (TBTM) is 3.7pixels. In addition, our algorithm can run at 178 Frames-per-Second, the fake code is provided in the paper (see Algorithm 1).

作者部门光电测量技术实验室
收录类别CPCI
ISBN号978-1-5386-4991-6
语种英语
WOS记录号WOS:000448170000126
引用统计
文献类型会议论文
条目标识符http://ir.opt.ac.cn/handle/181661/30708
专题光电测量技术实验室
通讯作者Zhang, Xing
作者单位1.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian, Shaanxi, Peoples R China
2.Univ Chinese Acad Sci, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Zhang, Xing,Tian, Yan,Pan, Jiajia,et al. A High-Precision eccentric Tracking Algorithm of Laser Interfering Targets Based on Kernel Correlation Filtering[C]:IEEE,2018:637-641.
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