Long-Term Object Tracking Algorithm Based on Kernelized Correlation Filter

Zhengchong Mao; Haidong Chen

doi:10.3788/LOP56.010702

Laser & Optoelectronics Progress, Volume. 56, Issue 1, 010702(2019)

Long-Term Object Tracking Algorithm Based on Kernelized Correlation Filter

Zhengchong Mao and Haidong Chen^*

Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Wuxi, Jiangsu 214122, China

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Figures & Tables(8)

Fig. 1. Corner detection

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Fig. 2. Success rate and precision of (a)(b) OPE, (c)(d) SRE, and (e)(f) TRE

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Fig. 3. Comparison of tracking results of five algorithms. (a)-(c) Lemming; (d)-(f) Suv

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Fig. 4. Comparison of tracking results of five algorithms. (a)-(c) Freeman4; (d)-(f) Woman

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Fig. 5. Comparison of tracking results of five algorithms. (a)-(c) Jogging; (d)-(f) David3

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Fig. 6. Comparison of tracking results of five algorithms. (a)-(c) Coke; (d)-(f) Matrix

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Fig. 7. Comparison of tracking results of five algorithms. (a)-(c) Soccer; (d)-(f) Basketball

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Table 1. Average speed of five tracking algorithms
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Table 1. Average speed of five tracking algorithms
Item Algorithm
Proposed KCF Struck TLD CSK
Average speed /(frame·s^-1) 23.2 110.3 9.56 28.6 217.1

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Zhengchong Mao, Haidong Chen. Long-Term Object Tracking Algorithm Based on Kernelized Correlation Filter[J]. Laser & Optoelectronics Progress, 2019, 56(1): 010702

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