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Two-frame 3D particle tracking

Pereira, Francisco and Stüer, Heinrich and Graff, Emilio C. and Gharib, Morteza (2006) Two-frame 3D particle tracking. Measurement Science and Technology, 17 (7). pp. 1680-1692. ISSN 0957-0233. https://resolver.caltech.edu/CaltechAUTHORS:PERmst06

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Abstract

A whole-field three-dimensional (3D) particle tracking velocimetry (PTV) tool for diagnostics in fluid mechanics is presented. Specifically, it is demonstrated why and when PTV is the natural choice in 3D applications compared to particle image velocimetry (PIV). Three different tracking methods are investigated, namely the nearest neighbour, the neural network and the relaxation method. In order to demonstrate the use of PTV for 3D applications, the selected tracking schemes are implemented for use with the defocusing digital particle image velocimetry (DDPIV) technique. The performance of the tracking algorithms is evaluated based on synthetic 3D information. Furthermore, the potential benefit of a merging between the PIV and PTV approaches is explored within the DDPIV framework. The results show that the relaxation tracking method is the most robust and efficient, while the combined PIV/PTV analysis brings significant improvements solely with the neural network scheme. In terms of errors, PTV is found to be more sensitive to particle reconstruction errors than the DDPIV cross-correlation analysis.


Item Type:Article
Additional Information:Copyright © Institute of Physics and IOP Publishing Limited 2006. Received 3 December 2005, in final form 14 March 2006. Published 7 June 2006. Print publication: Issue 7 (July 2006).
Group:GALCIT
Subject Keywords:three-dimensional, particle tracking, two-frame, defocusing, DDPIV
Issue or Number:7
Record Number:CaltechAUTHORS:PERmst06
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:PERmst06
Alternative URL:http://dx.doi.org/10.1088/0957-0233/17/7/006
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:3696
Collection:CaltechAUTHORS
Deposited By: Archive Administrator
Deposited On:27 Jun 2006
Last Modified:02 Oct 2019 23:05

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