Acta Photonica Sinica, Volume. 51, Issue 3, 0310005(2022)

Nested Elliptical Spatio-temporal Tubes for Fast Motion Segment Extraction in Surveillance Videos

Yunzuo ZHANG1...2,*, Kaina GUO1, Zhaoquan CAI3 and Wenxuan LI1 |Show fewer author(s)
Author Affiliations
  • 1School of Information Science and Technology,Shijiazhuang Tiedao University,Shijiazhuang 050043,China
  • 2Hebei Key Laboratory of Electromagnetic Environmental Effects and Information Processing,Shijiazhuang Tiedao University,Shijiazhuang 050043,China
  • 3Shanwei Institute of Technology,Shanwei ,Guangdong 516600,China
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    Figures & Tables(9)
    Flowchart of proposed algorithm
    The formation of nested elliptical spatio-temporal tubes
    Spatio-temporal plane maps of nested elliptical spatio-temporal tubes
    Schematic diagram of sub-sampling lines and spatio-temporal flow
    Spatio-temporal flow of video1
    The part of the video frames at spatio-temporal flow curve changed of video1
    Spatio-temporal flow analysis chart of video19
    • Table 1. Information of experimental videos

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      Table 1. Information of experimental videos

      Video sequenceFrame rateResolution ratioFrame number
      Video125384×288566
      Video225720×576543
      Video325320×240944
      Video410384×2883 795
      Video525360×288369
      Viede625360×288336
      Video725360×288289
      Video825320×256137
      Video910384×2881 591
      Video1020352×2882 308
      Video1125352×2884 561
      Video1210384×2882 567
      Video1325352×2881 013
      Video1425720×480892
      Video1525160×120741
      Video1625384×288293
      Video1725384×288381
      Video1825384×2882 358
      Video1930720×4801 332
      Video2030720×480744
    • Table 2. Table for comparing experimental results

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      Table 2. Table for comparing experimental results

      AlgorithmAverage calculating time/sAverage precision /%Average recall/%Average F1 /%
      Pixel difference4614.0992.6482.1187.06
      PMHI61 167.8285.3987.4686.41
      Improved optical flow91 184.8891.7094.3793.02
      Proposed method(1E)33.8299.7385.8292.10
      Proposed method (2E)81.4197.2691.4894.28
      Proposed method (3E)145.4296.4593.8295.12
      Proposed method (4E)199.5396.0194.7595.38
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    Yunzuo ZHANG, Kaina GUO, Zhaoquan CAI, Wenxuan LI. Nested Elliptical Spatio-temporal Tubes for Fast Motion Segment Extraction in Surveillance Videos[J]. Acta Photonica Sinica, 2022, 51(3): 0310005

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    Paper Information

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    Received: Sep. 27, 2021

    Accepted: Nov. 2, 2021

    Published Online: Apr. 8, 2022

    The Author Email: ZHANG Yunzuo (zhangyunzuo888@sina.com)

    DOI:10.3788/gzxb20225103.0310005

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