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000312219 1001_ $$0P:(DE-H253)PIP1007955$$aAlfeld, Matthias$$b0$$eCorresponding author
000312219 245__ $$aNon-negative matrix factorization for the near real-time interpretation of absorption effects in elemental distribution images acquired by X-ray fluorescence imaging
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000312219 500__ $$a(c) International Union of Crystallography. Post referee full text in progress. 
000312219 520__ $$aElemental distribution images acquired by imaging X-ray fluorescence analysis can contain high degrees of redundancy and weakly discernible correlations. In this article near real-time non-negative matrix factorization (NMF) is described for the analysis of a number of data sets acquired from samples of a bi-modal $\alpha$+$\beta$ Ti-6Al-6V-2Sn alloy. NMF was used for the first time to reveal absorption artefacts in the elemental distribution images of the samples, where two phases of the alloy, namely $\alpha$ and $\beta$, were in superposition. The findings and interpretation of the NMF results were confirmed by Monte Carlo simulation of the layered alloy system. Furthermore, it is shown how the simultaneous factorization of several stacks of elemental distribution images provides uniform basis vectors and consequently simplifies the interpretation of the representation.
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000312219 7001_ $$0P:(DE-H253)PIP1018777$$aWahabzada, Mirwaes$$b1
000312219 7001_ $$0P:(DE-HGF)0$$aBauckhage, Christian$$b2
000312219 7001_ $$0P:(DE-HGF)0$$aKersting, Kristian$$b3
000312219 7001_ $$0P:(DE-H253)PIP1006746$$aWellenreuther, Gerd$$b4
000312219 7001_ $$0P:(DE-HGF)0$$aBarriobero-Vila, Pere$$b5
000312219 7001_ $$0P:(DE-H253)PIP1012805$$aRequena, Guillermo$$b6
000312219 7001_ $$0P:(DE-H253)PIP1008487$$aBoesenberg, Ulrike$$b7
000312219 7001_ $$0P:(DE-H253)PIP1002716$$aFalkenberg, Gerald$$b8
000312219 773__ $$0PERI:(DE-600)2021413-3$$a10.1107/S1600577515023528$$gVol. 23, no. 2, p. 579 - 589$$n2$$p579 - 589$$tJournal of synchrotron radiation$$v23$$x1600-5775$$y2016
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