A High-Precision Eccentric Tracking Algorithm of Laser Interfering Targets Based on Kernel Correlation Filtering

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 co...

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Bibliographic Details
Published in2018 IEEE 3rd International Conference on Image, Vision and Computing (ICIVC) pp. 637 - 641
Main Authors Zhang, Xing, Tian, Yan, Pan, Jiajia, Hao, Wei
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.06.2018
Subjects
Correlation
correlation filtering
Filtering
Interference
Interpolation
laser interfereing
Lasers
Target tracking
tracking
Visualization
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DOI10.1109/ICIVC.2018.8492763

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Summary: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 3.7 pixels. In addition, our algorithm can run at 178 Frames-per-Second, the fake code is provided in the paper (see Algorithm 1).
DOI:10.1109/ICIVC.2018.8492763