Skip to main content
Top

Hint

Swipe to navigate through the articles of this issue

Published in: Experiments in Fluids 8/2019

01-08-2019 | Research Article

High resolution volumetric dual-camera light-field PIV

Authors: Di Mei, Junfei Ding, Shengxian Shi, T. H. New, Julio Soria

Published in: Experiments in Fluids | Issue 8/2019

Login to get access
share
SHARE

Abstract

Light-field particle image velocimetry (LF-PIV) was recently introduced to measure three-dimensional, three-component velocity field with just a single light-field camera. One of the major challenges lies in the small viewing aperture affecting the depth resolution of such a single-camera based LF-PIV approach. In the present study, we show that this limitation may be mitigated by a dual light-field camera framework, one which includes a novel volumetric calibration model derived from Gaussian optics, a particle intensity reconstruction algorithm based on the multiplicative algebraic reconstruction technique and a post-processing technique for the reconstructed particle intensity field. The proposed approach was firstly validated with synthetic light-field particle images as well as experimental light-field images of five tiny glass beads imitating tracer particles. Secondly, parametric studies were conducted to analyze the influence of the viewing angle and seeding particle density on the reconstruction quality and spatial resolution. In particular, synthetic light-field particle images of a direct numerical simulation jet data set were utilized to compare the performance of single- and dual-camera LF-PIV techniques. Finally, experimental volumetric flow field results of a circular vortex-ring were also measured by single- and dual-camera LF-PIV techniques and compared. It is determined here that an additional light-field camera can mitigate the elongation effects of reconstructed particles and improve the measurement resolution in the depth direction.

Graphic abstract

To get access to this content you need the following product:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 69.000 Bücher
  • über 500 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt 90 Tage mit der neuen Mini-Lizenz testen!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 50.000 Bücher
  • über 380 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe



 


Jetzt 90 Tage mit der neuen Mini-Lizenz testen!

Literature
go back to reference Belden J, Truscott TT, Axiak MC, Techet AH (2010) Three-dimensional synthetic aperture particle image velocimetry. Meas Sci Technol 21:125403 CrossRef Belden J, Truscott TT, Axiak MC, Techet AH (2010) Three-dimensional synthetic aperture particle image velocimetry. Meas Sci Technol 21:125403 CrossRef
go back to reference Brucker C (1996) 3D scanning particle image velocimetry: technique and application to a spherical cap wake flow. Appl Sci Res 56:157–179 CrossRef Brucker C (1996) 3D scanning particle image velocimetry: technique and application to a spherical cap wake flow. Appl Sci Res 56:157–179 CrossRef
go back to reference Chen H, Sick V (2017) Three-dimensional three-component air flow visualization in a steady-state engine flow bench using a light-field camera. SAE Int J Engines 10:625–635 CrossRef Chen H, Sick V (2017) Three-dimensional three-component air flow visualization in a steady-state engine flow bench using a light-field camera. SAE Int J Engines 10:625–635 CrossRef
go back to reference Cover TM, Thomas JA (2012) Elements of information theory. Wiley, New York MATH Cover TM, Thomas JA (2012) Elements of information theory. Wiley, New York MATH
go back to reference Ding J, Wang J, Liu Y, Shi S (2015) Dense ray tracing based reconstruction algorithm for light-field volumetric particle image velocimetry. In: 7th Australian conference on laser diagnostics in fluid mechanics and combustion. Melbourne, Australia Ding J, Wang J, Liu Y, Shi S (2015) Dense ray tracing based reconstruction algorithm for light-field volumetric particle image velocimetry. In: 7th Australian conference on laser diagnostics in fluid mechanics and combustion. Melbourne, Australia
go back to reference Elsinga G, Scarano F, Wieneke B, van Oudheusden B (2006) Tomographic particle image velocimetry. Exp Fluids 41:933–947 CrossRef Elsinga G, Scarano F, Wieneke B, van Oudheusden B (2006) Tomographic particle image velocimetry. Exp Fluids 41:933–947 CrossRef
go back to reference Fahringer T, Thurow B (2018) Plenoptic particle image velocimetry with multiple plenoptic cameras. Meas Sci Technol 29:075202 CrossRef Fahringer T, Thurow B (2018) Plenoptic particle image velocimetry with multiple plenoptic cameras. Meas Sci Technol 29:075202 CrossRef
go back to reference Fahringer T, Lynch K, Thurow B (2015) Volumetric particle image velocimetry with a single plenoptic camera. Meas Sci Technol 26:115201 CrossRef Fahringer T, Lynch K, Thurow B (2015) Volumetric particle image velocimetry with a single plenoptic camera. Meas Sci Technol 26:115201 CrossRef
go back to reference Gao Q, Wang H, Wang J (2012) A single camera volumetric particle image velocimetry and its application. Sci China Technol Sci 55(9):2501–2510 CrossRef Gao Q, Wang H, Wang J (2012) A single camera volumetric particle image velocimetry and its application. Sci China Technol Sci 55(9):2501–2510 CrossRef
go back to reference Georgiev T, Intwala C (2006) Light field camera design for integral view photography. Adobe Technical Report Georgiev T, Intwala C (2006) Light field camera design for integral view photography. Adobe Technical Report
go back to reference Hinsch K (2002) Holographic particle image velocimetry. Meas Sci Technol 13:R61–R72 CrossRef Hinsch K (2002) Holographic particle image velocimetry. Meas Sci Technol 13:R61–R72 CrossRef
go back to reference Katz J, Sheng J (2010) Applications of holography in fluid mechanics and particle dynamics. Annu Rev Fluid Mech 42:531–555 CrossRef Katz J, Sheng J (2010) Applications of holography in fluid mechanics and particle dynamics. Annu Rev Fluid Mech 42:531–555 CrossRef
go back to reference La Foy R, Vlachos P (2013) Multi-camera plenoptic particle image velocimetry. In: 10th International symposium on particle image velocimetery. Delft, The Netherlands La Foy R, Vlachos P (2013) Multi-camera plenoptic particle image velocimetry. In: 10th International symposium on particle image velocimetery. Delft, The Netherlands
go back to reference Levoy M (2006) Light fields and computational imaging. Computer 39(8):46–55 CrossRef Levoy M (2006) Light fields and computational imaging. Computer 39(8):46–55 CrossRef
go back to reference Levoy M, Hanrahan P (1996) Light field rendering. Comput Graph 31:42 Levoy M, Hanrahan P (1996) Light field rendering. Comput Graph 31:42
go back to reference Mei D, Ding J, Soria J, Shi S (2017) High resolution volumetric particle image velocimetry with dual-light field camera. In: 12th international symposium on particle image velocimetery. Busan, Korea Mei D, Ding J, Soria J, Shi S (2017) High resolution volumetric particle image velocimetry with dual-light field camera. In: 12th international symposium on particle image velocimetery. Busan, Korea
go back to reference New TH, Zang B (2017) Head-on collisions of vortex rings upon round cylinders. J Fluid Mech 833:648–676 CrossRef New TH, Zang B (2017) Head-on collisions of vortex rings upon round cylinders. J Fluid Mech 833:648–676 CrossRef
go back to reference New TH, Shi S, Zang B (2016) Some observations on vortex-ring collisions upon inclined surfaces. Exp Fluids 57:109 CrossRef New TH, Shi S, Zang B (2016) Some observations on vortex-ring collisions upon inclined surfaces. Exp Fluids 57:109 CrossRef
go back to reference Ng R (2006) Digital light-field photography. Ph.D. thesis, Stanford University, CA, USA Ng R (2006) Digital light-field photography. Ph.D. thesis, Stanford University, CA, USA
go back to reference Pereira F, Gharib M, Dabiri D et al (2000) Defocusing digital particle image velocimetry: a 3-component 3-dimensional DPIV measurement technique. Application to bubbly flows. Exp Fluids 29(Suppl.):S78–S84 CrossRef Pereira F, Gharib M, Dabiri D et al (2000) Defocusing digital particle image velocimetry: a 3-component 3-dimensional DPIV measurement technique. Application to bubbly flows. Exp Fluids 29(Suppl.):S78–S84 CrossRef
go back to reference Prasad AK, Adrian RJ (1993) Stereoscopic particle image velocimetry applied to liquid flows. Exp Fluids 15:49–60 CrossRef Prasad AK, Adrian RJ (1993) Stereoscopic particle image velocimetry applied to liquid flows. Exp Fluids 15:49–60 CrossRef
go back to reference Scarano F (2013) Tomographic PIV: principles and practice. Meas Sci Technol 24:1–28 CrossRef Scarano F (2013) Tomographic PIV: principles and practice. Meas Sci Technol 24:1–28 CrossRef
go back to reference Shi S, Wang J, Ding J, Zhao Z, New TH (2016) Parametric study on light-field volumetric particle image velocimetry. Flow Meas Instrum 49:70–88 CrossRef Shi S, Wang J, Ding J, Zhao Z, New TH (2016) Parametric study on light-field volumetric particle image velocimetry. Flow Meas Instrum 49:70–88 CrossRef
go back to reference Shi S, Ding J, New TH, Soria J (2017) Light-field camera-based 3D volumetric particle image velocimetry with dense ray tracing reconstruction technique. Exp Fluids 58:78 CrossRef Shi S, Ding J, New TH, Soria J (2017) Light-field camera-based 3D volumetric particle image velocimetry with dense ray tracing reconstruction technique. Exp Fluids 58:78 CrossRef
go back to reference Shi S, Ding J, Atkinson C, Soria J, New TH (2018) A detailed comparison of single-camera light-field PIV and tomographic PIV. Exp Fluids 59:46 CrossRef Shi S, Ding J, Atkinson C, Soria J, New TH (2018) A detailed comparison of single-camera light-field PIV and tomographic PIV. Exp Fluids 59:46 CrossRef
go back to reference Shi S, Ding J, New TH, Liu You, Zhang Hanmo (2019) Volumetric calibration enhancements for single-camera light-field PIV. Exp Fluids 60:21 CrossRef Shi S, Ding J, New TH, Liu You, Zhang Hanmo (2019) Volumetric calibration enhancements for single-camera light-field PIV. Exp Fluids 60:21 CrossRef
go back to reference Soria J (1996) An investigation of the near wake of a circular cylinder using a video-based digital cross-correlation particle image velocimetry technique. Exp Therm Fluid Sci 12(2):221–233 CrossRef Soria J (1996) An investigation of the near wake of a circular cylinder using a video-based digital cross-correlation particle image velocimetry technique. Exp Therm Fluid Sci 12(2):221–233 CrossRef
go back to reference Soria J, Atkinson C (2008) Towards 3C-3D digital holographic fluid velocity vector field measurement tomographic digital holographic PIV (Tomo-HPIV). Meas Sci Technol 19(7):074002 CrossRef Soria J, Atkinson C (2008) Towards 3C-3D digital holographic fluid velocity vector field measurement tomographic digital holographic PIV (Tomo-HPIV). Meas Sci Technol 19(7):074002 CrossRef
go back to reference Von Ellenrieder K, Soria J (2003) Experimental measurement of particle depth of field in digital holography. International workshop on holographic metrology in fluid mechanics, Loughborough Von Ellenrieder K, Soria J (2003) Experimental measurement of particle depth of field in digital holography. International workshop on holographic metrology in fluid mechanics, Loughborough
go back to reference Willert C, Gharib M (1992) Three-dimensional particle imaging with a single camera. Exp Fluids 12:353–358 CrossRef Willert C, Gharib M (1992) Three-dimensional particle imaging with a single camera. Exp Fluids 12:353–358 CrossRef
Metadata
Title
High resolution volumetric dual-camera light-field PIV
Authors
Di Mei
Junfei Ding
Shengxian Shi
T. H. New
Julio Soria
Publication date
01-08-2019
Publisher
Springer Berlin Heidelberg
Published in
Experiments in Fluids / Issue 8/2019
Print ISSN: 0723-4864
Electronic ISSN: 1432-1114
DOI
https://doi.org/10.1007/s00348-019-2781-7

Other articles of this Issue 8/2019

Experiments in Fluids 8/2019 Go to the issue

Premium Partners