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    Snapshot space-time holographic three-dimensional particle tracking velocimetry

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    Description:
    Accepted Manuscript
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    Type
    Article
    Authors
    Chen, Ni cc
    Wang, Congli cc
    Heidrich, Wolfgang cc
    KAUST Department
    Computational Imaging Group
    Computer Science Program
    Computer, Electrical and Mathematical Science and Engineering (CEMSE) Division
    Electrical and Computer Engineering
    Electrical and Computer Engineering Program
    Visual Computing Center (VCC)
    Date
    2021-04-12
    Permanent link to this record
    http://hdl.handle.net/10754/668685
    
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    Abstract
    Digital inline holography is an amazingly simple and effective approach for three-dimensional imaging, to which particle tracking velocimetry is of particular interest. Conventional digital holographic particle tracking velocimetry techniques are computationally separated in particle and flow reconstruction, plus the expensive computations. Usually, the particle volumes are recovered firstly, from which fluid flows are computed. Without iterative reconstructions, This sequential spacetime process lacks accuracy. This paper presents a joint optimization framework for digital holographic particle tracking velocimetry: particle volumes and fluid flows are reconstructed jointly in a higher space-time dimension, enabling faster convergence and better reconstruction quality of both fluid flow and particle volumes within a few minutes on modern GPUs. Synthetic and experimental results are presented to show the efficiency of the proposed technique.
    Sponsors
    This work was supported by the KAUST individual baseline funding.
    N. C. and C. W. contributed equally to this work. The authors thank Jinhui Xiong and Guangming Zang for constructive discussions, Prof. Sigurdur Thoroddsen and Ziqiang Yang from High-Speed Fluids Imaging Laboratory at King Abdullah University of Science and Technology for preparing the particles, and design the flow experiments.
    Publisher
    Wiley-VCH
    Journal
    Laser & Photonics Reviews
    Relations
    Is Supplemented By:
    • [Video]
      Chen, N., Wang, C., & Heidrich, W. (2021). Snapshot space-time holographic three-dimensional particle tracking velocimetry: video. KAUST Research Repository. https://doi.org/10.25781/KAUST-724NT. DOI: 10.25781/KAUST-724NT Handle: 10754/666818
    Collections
    Articles; Computer Science Program; Electrical and Computer Engineering Program; Visual Computing Center (VCC); Computer, Electrical and Mathematical Science and Engineering (CEMSE) Division

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