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 |Show fewer author(s)
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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