Development and uncertainty characterization of 3D particle location from perspective shifted plenoptic images
Abstract
This work details the development of an algorithm to determine 3D position and in plane size and shape of particles by exploiting the perspective shift capabilities of a plenoptic camera combined with stereo-matching methods. This algorithm is validated using an experimental data set previously examined in a refocusing based particle location study in which a static particle field is translated to provide known depth displacements at varied magnification and object distances. Examination of these results indicates increased accuracy and precision is achieved compared to a previous refocusing based method at significantly reduced computational costs. Furthermore the perspective shift method is further applied to fragment localization and sizing in a lab scale fragmenting explosive.
- Authors:
- Publication Date:
- Research Org.:
- Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
- Sponsoring Org.:
- USDOE National Nuclear Security Administration (NNSA)
- OSTI Identifier:
- 1497755
- Alternate Identifier(s):
- OSTI ID: 1499032
- Report Number(s):
- SAND-2019-2023J
Journal ID: ISSN 1094-4087; OPEXFF
- Grant/Contract Number:
- NA0003525; AC04-94AL85000
- Resource Type:
- Published Article
- Journal Name:
- Optics Express
- Additional Journal Information:
- Journal Name: Optics Express Journal Volume: 27 Journal Issue: 6; Journal ID: ISSN 1094-4087
- Publisher:
- Optical Society of America
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 42 ENGINEERING
Citation Formats
Hall, Elise Munz, Guildenbecher, Daniel R., and Thurow, Brian S. Development and uncertainty characterization of 3D particle location from perspective shifted plenoptic images. United States: N. p., 2019.
Web. doi:10.1364/OE.27.007997.
Hall, Elise Munz, Guildenbecher, Daniel R., & Thurow, Brian S. Development and uncertainty characterization of 3D particle location from perspective shifted plenoptic images. United States. https://doi.org/10.1364/OE.27.007997
Hall, Elise Munz, Guildenbecher, Daniel R., and Thurow, Brian S. Mon .
"Development and uncertainty characterization of 3D particle location from perspective shifted plenoptic images". United States. https://doi.org/10.1364/OE.27.007997.
@article{osti_1497755,
title = {Development and uncertainty characterization of 3D particle location from perspective shifted plenoptic images},
author = {Hall, Elise Munz and Guildenbecher, Daniel R. and Thurow, Brian S.},
abstractNote = {This work details the development of an algorithm to determine 3D position and in plane size and shape of particles by exploiting the perspective shift capabilities of a plenoptic camera combined with stereo-matching methods. This algorithm is validated using an experimental data set previously examined in a refocusing based particle location study in which a static particle field is translated to provide known depth displacements at varied magnification and object distances. Examination of these results indicates increased accuracy and precision is achieved compared to a previous refocusing based method at significantly reduced computational costs. Furthermore the perspective shift method is further applied to fragment localization and sizing in a lab scale fragmenting explosive.},
doi = {10.1364/OE.27.007997},
journal = {Optics Express},
number = 6,
volume = 27,
place = {United States},
year = {Mon Mar 04 00:00:00 EST 2019},
month = {Mon Mar 04 00:00:00 EST 2019}
}
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https://doi.org/10.1364/OE.27.007997
https://doi.org/10.1364/OE.27.007997
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Works referencing / citing this record:
Development of a modular, high-speed plenoptic-camera for 3D flow-measurement
journal, January 2019
- Tan, Zu Puayen; Johnson, Kyle; Clifford, Chris
- Optics Express, Vol. 27, Issue 9