4.4 Article

Multivariate statistical approach to electron backscattered diffraction

Journal

ULTRAMICROSCOPY
Volume 108, Issue 6, Pages 567-578

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.ultramic.2007.10.013

Keywords

electron backscatter diffraction; electron diffraction; data processing/image processing

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This paper assesses the potential of multivariate statistical analysis (MSA) applied to electron backscattered. diffraction (EBSD) data. Instead of directly indexing EBSD patterns on an individual basis, this multivariate approach reduces a large (thousands) set of individual EBSD patterns into a core set of statistically derived component EBSD patterns which can be subsequently indexed. The following hypotheses are considered in this paper: (1) experimental EBSD patterns from a microstructure can be analytically treated as linear combinations of spatially simple components, (2) MSA has an angular resolution on par with standard EBSD, (3) MSA can discriminate between similar and dissimilar phases, and (4) the MSA approach can improve the effective spatial resolution of automated EBSD. Published by Elsevier B.V.

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