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Resolving ambiguities in reconstructed grain maps using discrete tomography. (English) Zbl 1121.68117

Herman, Gabor T. (ed.) et al., Proceedings of the workshop on discrete tomography and its applications, New York, NY, USA, June 13–15, 2005. Amsterdam: Elsevier. Electronic Notes in Discrete Mathematics 20, 419-437 (2005).
Summary: The so-called 3DXRD microscope, implemented at the European Synchrotron Radiation Facility in Grenoble, France, utilizes the principle of X-ray diffraction for mapping the crystalline grains within hard materials such as metals or ceramics. Present algorithms, using continuous models, roughly reconstruct the image from diffraction data, but they are often unable to assign unambiguous values to all pixels. We present an approach that resolves these ambiguous pixels by using a Monte Carlo technique that exploits the discrete nature of the problem and utilizes proven methods of discrete tomography. Based on simulations we show that most ambiguities can be successfully resolved.
For the entire collection see [Zbl 1109.65003].

MSC:

68U10 Computing methodologies for image processing
65C05 Monte Carlo methods
Full Text: DOI

References:

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