• Optical Instruments
  • Vol. 43, Issue 1, 14 (2021)
Xiaofei QIN1, Yipeng ZHANG2, Haosheng CHEN1, Xia LI1, and Zhiyuan HE1
Author Affiliations
  • 1School of Optical-Electrical and Computer Engineering, University of Shanghai forScience and Technology, Shanghai 200093, China
  • 2School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
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    DOI: 10.3969/j.issn.1005-5630.2021.01.003 Cite this Article
    Xiaofei QIN, Yipeng ZHANG, Haosheng CHEN, Xia LI, Zhiyuan HE. Optimization of target tracking algorithm based on region proposal Siamese network[J]. Optical Instruments, 2021, 43(1): 14 Copy Citation Text show less
    [in Chinese]
    Fig. 1. [in Chinese]
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    Fig. 3. [in Chinese]
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    Fig. 5. [in Chinese]
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    Fig. 6. [in Chinese]
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    Fig. 7. [in Chinese]
    算法AR
    DaSiamRPN①0.610①0.220
    Ours②0.609②0.224
    SiamDW③0.5800.240
    SiamRPN0.5600.260
    CCOT0.5390.238
    TCNN0.5540.268
    SSAT0.5770.291
    MLDF0.490③0.233
    Staple0.5440.378
    EBT0.4650.251
    注:①、②、③分别表示第1名、第2名、第3名
    Table 1. [in Chinese]
    算法AR
    Ours①0.564①0.495
    SSRCCOT0.495②0.507
    MemDTC0.4850.587
    SiamRPNX0.517③0.552
    Siamfcos②0.5610.788
    TADT③0.5160.677
    CSRDCF0.4960.632
    CSRpp0.4680.662
    FSC2F0.4800.752
    ALTO0.3580.818
    注:①、②、③分别表示第1名、第2名、第3名
    Table 2. [in Chinese]
    Xiaofei QIN, Yipeng ZHANG, Haosheng CHEN, Xia LI, Zhiyuan HE. Optimization of target tracking algorithm based on region proposal Siamese network[J]. Optical Instruments, 2021, 43(1): 14
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