• Laser & Optoelectronics Progress
  • Vol. 56, Issue 1, 010702 (2019)
Zhengchong Mao and Haidong Chen*
Author Affiliations
  • Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Wuxi, Jiangsu 214122, China
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    DOI: 10.3788/LOP56.010702 Cite this Article Set citation alerts
    Zhengchong Mao, Haidong Chen. Long-Term Object Tracking Algorithm Based on Kernelized Correlation Filter[J]. Laser & Optoelectronics Progress, 2019, 56(1): 010702 Copy Citation Text show less
    Corner detection
    Fig. 1. Corner detection
    Success rate and precision of (a)(b) OPE, (c)(d) SRE, and (e)(f) TRE
    Fig. 2. Success rate and precision of (a)(b) OPE, (c)(d) SRE, and (e)(f) TRE
    Comparison of tracking results of five algorithms. (a)-(c) Lemming; (d)-(f) Suv
    Fig. 3. Comparison of tracking results of five algorithms. (a)-(c) Lemming; (d)-(f) Suv
    Comparison of tracking results of five algorithms. (a)-(c) Freeman4; (d)-(f) Woman
    Fig. 4. Comparison of tracking results of five algorithms. (a)-(c) Freeman4; (d)-(f) Woman
    Comparison of tracking results of five algorithms. (a)-(c) Jogging; (d)-(f) David3
    Fig. 5. Comparison of tracking results of five algorithms. (a)-(c) Jogging; (d)-(f) David3
    Comparison of tracking results of five algorithms. (a)-(c) Coke; (d)-(f) Matrix
    Fig. 6. Comparison of tracking results of five algorithms. (a)-(c) Coke; (d)-(f) Matrix
    Comparison of tracking results of five algorithms. (a)-(c) Soccer; (d)-(f) Basketball
    Fig. 7. Comparison of tracking results of five algorithms. (a)-(c) Soccer; (d)-(f) Basketball
    ItemAlgorithm
    ProposedKCFStruckTLDCSK
    Average speed /(frame·s-1)23.2110.39.5628.6217.1
    Table 1. Average speed of five tracking algorithms
    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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