3D Reconstruction of a Single Bubble in Transparent Media Using Three Orthographic Digital Images
Source abstract
Abstract
This work proposed a method to reconstruct the 3D bubble shape in a transparent medium utilizing the three orthographic digital images. The bubble was divided into several ellipse slices. The azimuth angle and projection parameters were extracted from the top view image, while the formulas for dimensionless semi-axes were derived according to the geometric projection relationship. The elliptical axes of each layer were calculated by substituting the projection width into the formulas. All layers of slices were stacked to form the 3D bubble shape. Reconstruction accuracy was evaluated with spheres, ellipsoids, and inverted teardrops. The results show that the position contributes greatly to the reconstruction accuracy of the bubbles with serious horizontal deformation. The method in Bian et al. (2013) is sensitive to both horizontal and vertical deformations. The vertical deformation has little influence on the method in Fujiwara et al. (2004), whereas the horizontal deformation greatly impacts its accuracy. The method in this paper is negligibly affected by vertical deformation, but it does better in reconstructing single bubbles with large horizontal deformation. The azimuth angle affects the accuracy of the methods in Bian et al. (2013) and Fujiwara et al. (2004) more than the method in this paper.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Innovative Microfluidic and Catalytic Techniques Innovation · Soft Robotics and Applications · Fluid Dynamics and Mixing
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
College of Civil Engineering and Architecture, Zhejiang University, 866 Yuhangtang Rd., Hangzhou 310058, Zhejiang, China
Funding
National Natural Science Foundation of China
References (34)
Show source-provided references
1. Bubble formation on submerged micrometer-sized nozzles in polymer solutions: An experimental investigation10.1016/j.colsurfa.2018.12.029 ↗
2. Deng, B., Chin, R.J., Tang, Y., Jiang, C., and Lai, S.H. (2019). New Approach to Predict the Motion Characteristics of Single Bubbles in Still Water. Appl. Sci., 9.10.3390/app9193981 ↗
3. Clift, R., Grace, J.R., and Weber, M.E. (2005). Bubbles, Drops, and Particles, Academic Press.
4. Influence of wetting conditions on bubble formation from a submerged orifice10.1007/s00348-020-2919-7 ↗
5. Hydrodynamic Interactions among Bubbles, Drops, and Particles in Non-Newtonian Liquids10.1146/annurev-fluid-122316-045114 ↗
6. Low frequency bubble formation at horizontal circular orifices10.1021/ie50550a022 ↗
7. Analysis of bubbles dynamics created by Hydrodynamic Ram in confined geometries using the Rayleigh-Plesset equation10.1016/j.ijimpeng.2014.05.008 ↗
8. Analytical solutions of the Rayleigh-Plesset equation for N-dimensional spherical bubbles10.1007/s11433-017-9074-x ↗
9. Bubble formation on a submerged micronozzle10.1016/j.jcis.2009.08.005 ↗
10. A novel numerical approach for investigation of the gas bubble characteristics in stagnant liquid using Young-Laplace equation10.1016/j.ces.2017.07.018 ↗
11. Numerical study on motion of the air-gun bubble based on boundary integral method10.1016/j.oceaneng.2018.02.008 ↗
12. Analysis of breaking and re-closure of a bubble near a free surface based on the Eulerian finite element method10.1016/j.compfluid.2018.04.028 ↗
13. Bubble reconstruction method for wire-mesh sensors measurements10.1007/s00348-016-2220-y ↗
14. Bubble mapping: Three-dimensional visualisation of gas-liquid flow regimes using electrical tomography10.1088/1361-6501/ab06a9 ↗
15. Hybrid spherical particle field measurement based on interference technology10.1088/1361-6501/aa58b0 ↗
16. Measurement of Taylor bubble shape in square channel by microfocus X-ray computed tomography for investigation of mass transfer10.1016/j.flowmeasinst.2016.06.004 ↗
17. Charge coupled device based on optical tomography system in detecting air bubbles in crystal clear water10.1016/j.flowmeasinst.2016.06.001 ↗
18. An automated image analysing routine for estimation of equivalent diameter in high-speed image sequences with high accuracy and its validation10.1016/j.expthermflusci.2018.05.016 ↗
19. A hybrid method for bubble geometry reconstruction in two-phase microchannels10.1007/s00348-006-0123-z ↗
20. 3D reconstruction of single rising bubble in water using digital image processing and characteristic matrix10.1016/j.partic.2012.07.005 ↗
21. Bubble deformation and flow structure measured by double shadow images and PIV/LIF10.1007/s00348-003-0691-0 ↗
22. Experimental study on 3D bubble shape evolution in swirl flow10.1016/j.expthermflusci.2018.12.007 ↗
23. 3D bubble reconstruction using multiple cameras and space carving method10.1088/1361-6501/aac4aa ↗
24. Three-dimensional bubble field resolution using synthetic aperture imaging: Application to a plunging jet10.1007/s00348-012-1322-4 ↗
25. A robust virtual-camera 3D shape reconstruction of deforming bubbles/droplets with additional physical constraints10.1016/j.ijmultiphaseflow.2019.103088 ↗
26. Di Nunno, F., Alves Pereira, F., de Marinis, G., Di Felice, F., Gargano, R., Miozzi, M., and Granata, F. (2020). Deformation of Air Bubbles Near a Plunging Jet Using a Machine Learning Approach. Appl. Sci., 10.10.3390/app10113879 ↗
27. Wang, H., Xu, H., Pooneeth, V., and Gao, X. (2018). A Novel One-Camera-Five-Mirror Three-Dimensional Imaging Method for Reconstructing the Cavitation Bubble Cluster in a Water Hydraulic Valve. Appl. Sci., 8.10.3390/app8101783 ↗
28. An experimental study on the rheological properties of laponite RD as a transparent soil10.1520/GTJ20180348 ↗
29. A flexible new technique for camera calibration10.1109/34.888718 ↗
30. Three-dimensional feature parameters measurement of bubbles in gas-liquid two-phase flow based on virtual stereo vision10.1016/j.flowmeasinst.2012.07.007 ↗
31. Detailed experiments on weakly deformed cavitation bubbles10.1007/s00348-019-2679-4 ↗
32. Linear oscillation of gas bubbles in a viscoelastic material under ultrasound irradiation10.1063/1.4935875 ↗
33. Bubble rise characteristics after the departure from a nucleation site in vertical upflow boiling of subcooled water10.1016/j.nucengdes.2005.02.012 ↗
34. Oscillation dynamics of a bubble rising in viscous liquid10.1007/s00348-019-2779-1 ↗