Optical Instruments, Volume. 43, Issue 1, 14(2021)

Optimization of target tracking algorithm based on region proposal Siamese network

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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    Figures & Tables(9)
    [in Chinese]
    [in Chinese]
    [in Chinese]
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    [in Chinese]
    • Table 1. [in Chinese]

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      Table 1. [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 2. [in Chinese]

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      Table 2. [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
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    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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    Paper Information

    Category: APPLICATION TECHNOLOGY

    Received: Jul. 22, 2020

    Accepted: --

    Published Online: Mar. 26, 2021

    The Author Email:

    DOI:10.3969/j.issn.1005-5630.2021.01.003

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