DocumentCode
669245
Title
Discrete representation of local orientation in grains using diffraction contrast tomography
Author
Vigano, Nicola ; Ludwig, Wolfgang ; Batenburg, Kees Joost
Author_Institution
ESRF Grenoble, Grenoble, France
fYear
2013
fDate
4-6 Sept. 2013
Firstpage
594
Lastpage
599
Abstract
In this work we introduce a new model for dealing with the problem of local orientation reconstruction in grains, when using data from X-ray Diffraction Contrast Tomography experiments. The model explores the use of well established minimization algorithms from the field of mathematical optimization, like FISTA, and the possible use of recent mathematical devices for the solution of highly undetermined systems of equations, like the l1-minimization over the Haar transform of the tomographic volumes. Along with a detailed explanation of how such algorithms can be applied to our six-dimensional problem, we report encouraging results obtained on simulated data.
Keywords
Haar transforms; X-ray diffraction; computerised tomography; crystal microstructure; materials science computing; minimisation; FISTA; Haar transform; X-ray diffraction contrast tomography experiments; diffraction contrast tomography; grains; l1-minimization; local orientation discrete representation; local orientation reconstruction; mathematical devices; mathematical optimization; minimization algorithms; systems of equations; tomographic volumes; Detectors; Diffraction; Image reconstruction; Lattices; Tomography; Vectors; X-ray diffraction;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis (ISPA), 2013 8th International Symposium on
Conference_Location
Trieste
Type
conf
DOI
10.1109/ISPA.2013.6703809
Filename
6703809
Link To Document