Acta Optica Sinica, Volume. 38, Issue 5, 0515003(2018)

Visual Tracking Algorithm Based on Classification-Validation Model

Min Wu, Yufei Zha*, Yuanqiang Zhang, Tao Ku, Yunqiang Li, and Shengjie Zhang
Author Affiliations
  • Aeronautics and Astronautics Engineering College, Air Force Engineering University of PLA, Xi'an, Shaanxi 710038, China
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    Figures & Tables(8)
    Information of learning similarity and classification
    Deep classification-validation network model
    Online real-time tracking process
    Diagram of the tracking results. (a) Liquor sequence; (b) subway sequence; (c) football sequence; (d) ironman sequence; (e) matrix sequence; (f) soccer sequence
    Comparison of success rate for different parameters. (a) OPE; (b) SRE; (c) TRE
    Comparison of success rate of proposed algorithm on OTB50
    Comparison of success rate of proposed algorithm on UAV123
    • Table 1. Video sequence and its description

      View table

      Table 1. Video sequence and its description

      Video sequenceSequence characteristics descriptionResolutionNumber of frames
      LiquorSimilar goals, fast moving812×5751741
      SubwaySimilar goals, occlusion524×383175
      FootballSimilar goals, complicated background524×38374
      IronmanSimilar goals, complicated background720×304166
      MatrixSimilar goals, fast moving800×336100
      SoccerSimilar goals, occlusion640×360392
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    Min Wu, Yufei Zha, Yuanqiang Zhang, Tao Ku, Yunqiang Li, Shengjie Zhang. Visual Tracking Algorithm Based on Classification-Validation Model[J]. Acta Optica Sinica, 2018, 38(5): 0515003

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    Paper Information

    Category: Machine Vision

    Received: Nov. 6, 2017

    Accepted: --

    Published Online: Jul. 10, 2018

    The Author Email: Zha Yufei (463431261@qq.com)

    DOI:10.3788/AOS201838.0515003

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