Acta Photonica Sinica, Volume. 53, Issue 3, 0312002(2024)

Optimization Method of Optical Flow Pyramid Interpolation for Particle Image Velocimetry

Liang SHAN1, Juan JIAN1, Junzhe XIONG1, Feiyang SHI1, Bo HONG1, Xiaoying LOU1, and Ming KONG2、*
Author Affiliations
  • 1Key Laboratory of Electromagnetic Wave Information Technology and Metrology of Zhejiang Province, College of Information Engineering, China Jiliang University, Hangzhou 310018, China
  • 2College of Metrology & Measurement Engineering, China Jiliang University, Hangzhou 310018, China
  • show less
    Figures & Tables(17)
    PIV system schematic diagram
    Basic block diagram of optical flow pyramid interpolation optimization for particle image velocimetry
    Single-vortex velocity field reconstruction
    Pair vortex velocity field reconstruction
    DNS turbulence velocity field reconstruction
    Influence of displacement on accuracy
    Influence of particle size on reconstruction error
    PIV measurement experimental platform
    Particle images collected by rotation experiment
    The estimated velocity field of rotation experiment
    Distribution of reconstruction angle error for any pixel point of the rotation experiment
    Particle image captured by water injection experiment
    The estimated velocity field of water injection experiment
    Distribution of reconstruction angle errors for any pixel point of the water injection experiment
    • Table 1. The reconstruction accuracy of single vortex

      View table
      View in Article

      Table 1. The reconstruction accuracy of single vortex

      MethodRMSEAAE angle/(°)
      OP+Biliner0.3324.474
      OP+NNI0.2793.585
    • Table 2. The reconstruction accuracy of pair vortex

      View table
      View in Article

      Table 2. The reconstruction accuracy of pair vortex

      MethodRMSEAAE angle/(°)
      OP+Biliner0.3395.438
      OP+NNI0.2964.374
    • Table 3. The reconstruction accuracy of DNS turbulence

      View table
      View in Article

      Table 3. The reconstruction accuracy of DNS turbulence

      MethodRMSEAAE angle/(°)
      OP+Biliner0.4837.546
      OP+NNI0.4116.235
    Tools

    Get Citation

    Copy Citation Text

    Liang SHAN, Juan JIAN, Junzhe XIONG, Feiyang SHI, Bo HONG, Xiaoying LOU, Ming KONG. Optimization Method of Optical Flow Pyramid Interpolation for Particle Image Velocimetry[J]. Acta Photonica Sinica, 2024, 53(3): 0312002

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Jul. 8, 2023

    Accepted: Oct. 17, 2023

    Published Online: May. 16, 2024

    The Author Email: Ming KONG (mkong@cjlu.edu.cn)

    DOI:10.3788/gzxb20245303.0312002

    Topics