Chinese Journal of Lasers, Volume. 50, Issue 6, 0604001(2023)

Particle Image Velocimetry Using Cross‑Correlation Optical Flow Algorithm Based on Radial Basis Function Interpolation

Junzhe Xiong1, Ming Kong2, Bo Hong1, Feiyang Shi1, Juan Jian1, Honghui Zhan1, and Liang Shan1、*
Author Affiliations
  • 1Key Laboratory of Electromagnetic Wave Information Technology and Metrology of Zhejiang Province, College of Information Engineering, China Jiliang University, Hangzhou 310018, Zhejiang , China
  • 2College of Metrology & Measurement Engineering, China Jiliang University, Hangzhou 310018, Zhejiang , China
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    Figures & Tables(13)
    Schematic of PIV system
    Basic flow of G-hybrid method
    Reconstructed velocity fields in Rankine vortex simulation experiment. (a) True velocity field; (b) reconstructed result by Hybrid method 2020;(c) reconstructed result by G-hybrid method;(d) local amplification of velocity field
    Schematic of angular error of synthesized velocity vector
    Angular error distributions in Rankine vortex reconstruction. (a) Hybrid method 2020; (b) G-hybrid method
    Influence of displacement on accuracy. (a) RMSE; (b) AAE
    Influence of particle size on reconstruction error. (a) RMSE; (b) AAE
    Experimental platform for PIV measurement
    Particle images collected at different moments in rotation experiment. (a) t1;(b) t2
    Estimated velocity fields in rotation experiment. (a) Hybrid method 2020; (b) G-hybrid method
    Particle images collected at different moments in water injection experiment.(a) t1;(b) t2
    Estimated velocity fields in water injection experiment. (a) Hybrid method 2020; (b) G-hybrid method
    • Table 1. Reconstructed precision

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      Table 1. Reconstructed precision

      MethodRMSEAAE /(°)

      Max AE /

      (°)

      Min AE /

      (°)

      Hybrid method 20200.3074.22531.2740.0069
      G-hybrid method0.2232.60615.51470.0028
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    Junzhe Xiong, Ming Kong, Bo Hong, Feiyang Shi, Juan Jian, Honghui Zhan, Liang Shan. Particle Image Velocimetry Using Cross‑Correlation Optical Flow Algorithm Based on Radial Basis Function Interpolation[J]. Chinese Journal of Lasers, 2023, 50(6): 0604001

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    Paper Information

    Category: Measurement and metrology

    Received: May. 5, 2022

    Accepted: Jun. 7, 2022

    Published Online: Dec. 27, 2022

    The Author Email: Shan Liang (lshan@cjlu.edu.cn)

    DOI:10.3788/CJL220822

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