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Using the FDK Algorithm to Reconstruct Low Contrast Images Generated by Monte Carlo, Simulation of Sediment Imaging

Authors :
Gabriela Hoff
Joel Sanchez Dominguez
J. T. de Assis
Source :
VipIMAGE 2017 ISBN: 9783319681948
Publication Year :
2017
Publisher :
Springer International Publishing, 2017.

Abstract

In geology field, the experimental or computational simulation of the sediment deposition process is widely used to characterize regions and possible findings. Noninvasive methods are the best way to evaluate sediments; in order of not to destroy the information of the sediment deposition structure. The use of computed tomography (CT) techniques to get images of sediments will be evaluated. A CT will be analyzed has a two stage process, the scan of body test to produce a set of X-ray images and the reconstruction step where the set of X-ray images is processed by computational algorithm to generate cross-sectional images of the scanned object. To test the method the X-ray images are generated using the Monte Carlo method with a XRMC tool, and the simulated images are 3D reconstructed using the Feldkamp, David e Kress algorithm. The reconstruction planes and the volume generated in the simulation showed very similar after a visual comparison for all of tested volumes. However a statistical analysis showed that there was no statistical coincidence of the simulated dimensions and reconstruction. The results presented showed the possibility to use CT to study the sediments in tanks or rivers.

Details

ISBN :
978-3-319-68194-8
ISBNs :
9783319681948
Database :
OpenAIRE
Journal :
VipIMAGE 2017 ISBN: 9783319681948
Accession number :
edsair.doi...........850eed84e78bfc011e8ac4adc457d667
Full Text :
https://doi.org/10.1007/978-3-319-68195-5_34