On 3D Reconstruction of Porous Media by Using Spatial Correlation Functions

The challenging process of 3D porous media reconstruction from a single 2D image is investigated in this paper. The reconstruction of the 3D model is based on the statistical information derived from a 2D thin image of the material, by applying a spatial correlation function. For the first time, t...

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Main Authors:	G.A. Papakostas, J.W. Nolan, N. Vordos, D. Gkika, M. E. Kainourgiakis, A. C. Mitropoulos
Format:	Article
Language:	English
Published:	Eastern Macedonia and Thrace Institute of Technology 2015-11-01
Series:	Journal of Engineering Science and Technology Review
Subjects:	3D reconstruction porous media material characterization correlation function. _________________
Online Access:	http://www.jestr.org/downloads/Volume8Issue4/fulltext84122015.pdf

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spelling	doaj-3ec1e4a4938440898e564e7ad8a76bd22020-11-24T21:29:47ZengEastern Macedonia and Thrace Institute of TechnologyJournal of Engineering Science and Technology Review1791-23771791-23772015-11-01847883On 3D Reconstruction of Porous Media by Using Spatial Correlation FunctionsG.A. Papakostas0J.W. Nolan1N. Vordos2D. Gkika3M. E. Kainourgiakis4A. C. Mitropoulos5Human Machines Interaction (HMI) Laboratory, Department of Computer and Informatics Engineering, Eastern Macedonia and Thrace Institute of Technology,GR-65404 St. Lukas, Kavala, Greece / Hepheastus Laboratory, Department of Petroleum and Mechanical Engineering, Eastern Macedonia and Thrace Institute of Technology, GR-65404, St. Lucas, Kavala, GreeceHepheastus Laboratory, Department of Petroleum and Mechanical Engineering, Eastern Macedonia and Thrace Institute of Technology, GR-65404, St. Lucas, Kavala, GreeceHepheastus Laboratory, Department of Petroleum and Mechanical Engineering, Eastern Macedonia and Thrace Institute of Technology, GR-65404, St. Lucas, Kavala, GreeceHepheastus Laboratory, Department of Petroleum and Mechanical Engineering, Eastern Macedonia and Thrace Institute of Technology, GR-65404, St. Lucas, Kavala, GreeceEnvironmental Research Laboratory, NCSR ‘Demokritos’, 15310 Athens, GreeceHepheastus Laboratory, Department of Petroleum and Mechanical Engineering, Eastern Macedonia and Thrace Institute of Technology, GR-65404, St. Lucas, Kavala, GreeceThe challenging process of 3D porous media reconstruction from a single 2D image is investigated in this paper. The reconstruction of the 3D model is based on the statistical information derived from a 2D thin image of the material, by applying a spatial correlation function. For the first time, this paper reviews the commonly used auto-correlation functions for material characterization and discusses their properties making them useful for 3D porous media reconstruction. A set of experiments is conducted in order to analyze the reconstruction capabilities of the studied correlation functions, while some useful conclusions are drawn. Finally, by taking into account the reconstruction performance of the existed correlation functions, some desirable properties that need to be satisfied by an ideal correlation function towards the improvement of the reconstruction accuracy are determined. http://www.jestr.org/downloads/Volume8Issue4/fulltext84122015.pdf3D reconstructionporous mediamaterial characterizationcorrelation function. _________________
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	G.A. Papakostas J.W. Nolan N. Vordos D. Gkika M. E. Kainourgiakis A. C. Mitropoulos
spellingShingle	G.A. Papakostas J.W. Nolan N. Vordos D. Gkika M. E. Kainourgiakis A. C. Mitropoulos On 3D Reconstruction of Porous Media by Using Spatial Correlation Functions Journal of Engineering Science and Technology Review 3D reconstruction porous media material characterization correlation function. _________________
author_facet	G.A. Papakostas J.W. Nolan N. Vordos D. Gkika M. E. Kainourgiakis A. C. Mitropoulos
author_sort	G.A. Papakostas
title	On 3D Reconstruction of Porous Media by Using Spatial Correlation Functions
title_short	On 3D Reconstruction of Porous Media by Using Spatial Correlation Functions
title_full	On 3D Reconstruction of Porous Media by Using Spatial Correlation Functions
title_fullStr	On 3D Reconstruction of Porous Media by Using Spatial Correlation Functions
title_full_unstemmed	On 3D Reconstruction of Porous Media by Using Spatial Correlation Functions
title_sort	on 3d reconstruction of porous media by using spatial correlation functions
publisher	Eastern Macedonia and Thrace Institute of Technology
series	Journal of Engineering Science and Technology Review
issn	1791-2377 1791-2377
publishDate	2015-11-01
description	The challenging process of 3D porous media reconstruction from a single 2D image is investigated in this paper. The reconstruction of the 3D model is based on the statistical information derived from a 2D thin image of the material, by applying a spatial correlation function. For the first time, this paper reviews the commonly used auto-correlation functions for material characterization and discusses their properties making them useful for 3D porous media reconstruction. A set of experiments is conducted in order to analyze the reconstruction capabilities of the studied correlation functions, while some useful conclusions are drawn. Finally, by taking into account the reconstruction performance of the existed correlation functions, some desirable properties that need to be satisfied by an ideal correlation function towards the improvement of the reconstruction accuracy are determined.
topic	3D reconstruction porous media material characterization correlation function. _________________
url	http://www.jestr.org/downloads/Volume8Issue4/fulltext84122015.pdf
work_keys_str_mv	AT gapapakostas on3dreconstructionofporousmediabyusingspatialcorrelationfunctions AT jwnolan on3dreconstructionofporousmediabyusingspatialcorrelationfunctions AT nvordos on3dreconstructionofporousmediabyusingspatialcorrelationfunctions AT dgkika on3dreconstructionofporousmediabyusingspatialcorrelationfunctions AT mekainourgiakis on3dreconstructionofporousmediabyusingspatialcorrelationfunctions AT acmitropoulos on3dreconstructionofporousmediabyusingspatialcorrelationfunctions
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On 3D Reconstruction of Porous Media by Using Spatial Correlation Functions

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