Volumetric calibration enhancements for single-camera light-field PIV

This work presents a volumetric calibration method for single-camera light-field particle image velocimetry (light-field PIV or LF-PIV). The proposed technique makes use of the unique point-like feature of particle light-field images to accurately determine affected pixels for a spatial voxel over a...

Full description

Saved in:
Bibliographic Details
Main Authors: Shi, Shengxian, Ding, Junfei, New, Tze How, Liu, You, Zhang, Hanmo
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2020
Subjects:
MLA
Online Access:https://hdl.handle.net/10356/142843
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-142843
record_format dspace
spelling sg-ntu-dr.10356-1428432023-03-04T17:21:13Z Volumetric calibration enhancements for single-camera light-field PIV Shi, Shengxian Ding, Junfei New, Tze How Liu, You Zhang, Hanmo School of Mechanical and Aerospace Engineering Engineering::Mechanical engineering LF-PIV MLA This work presents a volumetric calibration method for single-camera light-field particle image velocimetry (light-field PIV or LF-PIV). The proposed technique makes use of the unique point-like feature of particle light-field images to accurately determine affected pixels for a spatial voxel over a relative large measurement volume. A calibration model is derived based on Gaussian optics, which relates a spatial point light source with its confusion circle produced on microlens array (MLA), and optical distortions are accounted for by introducing five calibration parameters. By taking lens defects and misalignment between MLA and image sensor into account, the calibration method can calculate weighting coefficient for particle image reconstruction more accurately than the theoretical ray-tracing method, especially for regions further away from focal plane where light ray deflections are significant due to optical distortions. The volumetric calibration method was validated by simulation tests using synthetic light-field images, and has been successfully applied to a classic vortex-ring LF-PIV measurement, where the measurable range in depth direction was successfully extended and the quality of reconstructed volumetric velocity field was greatly improved. MOE (Min. of Education, S’pore) Accepted version 2020-07-03T07:55:35Z 2020-07-03T07:55:35Z 2019 Journal Article Shi, S., Ding, J., New, T. H., Liu, Y., & Zhang, H. (2019). Volumetric calibration enhancements for single-camera light-field PIV. Experiments in Fluids, 60(1), 21-. doi:10.1007/s00348-018-2670-5 0723-4864 https://hdl.handle.net/10356/142843 10.1007/s00348-018-2670-5 2-s2.0-85059524413 1 60 en Experiments in Fluids © 2019 Springer-Verlag GmbH Germany, part of Springer Nature. This is a post-peer-review, pre-copyedit version of an article published in Experiments in Fluids. The final authenticated version is available online at: http://dx.doi.org/10.1007/s00348-018-2670-5. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering
LF-PIV
MLA
spellingShingle Engineering::Mechanical engineering
LF-PIV
MLA
Shi, Shengxian
Ding, Junfei
New, Tze How
Liu, You
Zhang, Hanmo
Volumetric calibration enhancements for single-camera light-field PIV
description This work presents a volumetric calibration method for single-camera light-field particle image velocimetry (light-field PIV or LF-PIV). The proposed technique makes use of the unique point-like feature of particle light-field images to accurately determine affected pixels for a spatial voxel over a relative large measurement volume. A calibration model is derived based on Gaussian optics, which relates a spatial point light source with its confusion circle produced on microlens array (MLA), and optical distortions are accounted for by introducing five calibration parameters. By taking lens defects and misalignment between MLA and image sensor into account, the calibration method can calculate weighting coefficient for particle image reconstruction more accurately than the theoretical ray-tracing method, especially for regions further away from focal plane where light ray deflections are significant due to optical distortions. The volumetric calibration method was validated by simulation tests using synthetic light-field images, and has been successfully applied to a classic vortex-ring LF-PIV measurement, where the measurable range in depth direction was successfully extended and the quality of reconstructed volumetric velocity field was greatly improved.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Shi, Shengxian
Ding, Junfei
New, Tze How
Liu, You
Zhang, Hanmo
format Article
author Shi, Shengxian
Ding, Junfei
New, Tze How
Liu, You
Zhang, Hanmo
author_sort Shi, Shengxian
title Volumetric calibration enhancements for single-camera light-field PIV
title_short Volumetric calibration enhancements for single-camera light-field PIV
title_full Volumetric calibration enhancements for single-camera light-field PIV
title_fullStr Volumetric calibration enhancements for single-camera light-field PIV
title_full_unstemmed Volumetric calibration enhancements for single-camera light-field PIV
title_sort volumetric calibration enhancements for single-camera light-field piv
publishDate 2020
url https://hdl.handle.net/10356/142843
_version_ 1759856276043464704