Researching | Infrared dim small target tracking based on side window filtering and spatial-temporal regularized correlation filters

High Power Laser and Particle Beams, Volume. 35, Issue 9, 099002(2023)

Infrared dim small target tracking based on side window filtering and spatial-temporal regularized correlation filters

Kun Qian, Jiushan Wang, Shoujin Zhang, and Jianlu Shen

Author Affiliations

School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi 214122, China

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References (24)

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Figures & Tables(5)

Fig. 1. Side window filtering result

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Fig. 2. Algorithm flow chart

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Fig. 3. Simulation results

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Fig. 4. Precision and success rate

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Table 1. Comparison of algorithm performance
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Table 1. Comparison of algorithm performance
sequence precision/%（E=5）
KCF SRDCF STRCF this paper
sequence.1 35 65 98 99
sequence.2 81 58 95 95
sequence.3 82 98 64 94
sequence.4 97 98 17 98
sequence.5 31 9 15 58
sequence.6 62 32 100 100
average 65 60 65 91

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Kun Qian, Jiushan Wang, Shoujin Zhang, Jianlu Shen. Infrared dim small target tracking based on side window filtering and spatial-temporal regularized correlation filters[J]. High Power Laser and Particle Beams, 2023, 35(9): 099002

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Paper Information

Category: Advanced Interdisciplinary Science

Received: Apr. 10, 2023

Accepted: Jul. 13, 2023

Published Online: Oct. 17, 2023

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DOI:10.11884/HPLPB202335.230080

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology