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Related Experiment Videos

A 3D Hough transform for indexing EBSD and Kossel patterns.

C Maurice1, R Fortunier

  • 1Ecole des Mines de Saint-Etienne, Centre SMS, UMR CNRS 5146, 158 cours Fauriel, 42023 Saint-Etienne Cedex 2, France. maurice@emse.fr

Journal of Microscopy
|May 28, 2008
PubMed
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A novel 3D Hough transform detects Kossel cone projections for precise material analysis. This method enables accurate strain and texture measurements using electron backscatter diffraction and X-ray Kossel patterns.

Area of Science:

  • Materials Science
  • Crystallography
  • Computational Methods

Background:

  • Electron Backscatter Diffraction (EBSD) and X-ray Kossel patterns are crucial for material characterization.
  • Accurate analysis of these patterns is essential for determining local elastic strains and texture.
  • Existing methods for analyzing Kossel cones and indexing patterns have limitations in accuracy and automation.

Purpose of the Study:

  • To develop a novel 3D Hough transform for detecting conic curves from Kossel cone projections.
  • To apply this method for high-angular-accuracy analysis of EBSD patterns.
  • To achieve fully automatic indexing of X-ray Kossel patterns for advanced material analysis.

Main Methods:

  • Design and implementation of a three-dimensional Hough transform algorithm.

Related Experiment Videos

  • Application of the algorithm to electron backscatter diffraction (EBSD) pattern analysis.
  • Utilizing the Hough transform for automatic indexing of X-ray Kossel patterns in a Scanning Electron Microscope (SEM).
  • Main Results:

    • High-angular-accuracy analysis of EBSD patterns with spatial resolution in the tens of nanometers.
    • Achieved accuracy of 2 x 10(-4) on geometrically calculated diagrams for EBSD.
    • First fully automatic indexing of Kossel patterns, enabling local texture and elastic strain measurements.
    • Kossel pattern analysis offers higher strain measurement accuracy than EBSD, despite lower spatial resolution.

    Conclusions:

    • The developed 3D Hough transform provides a powerful tool for analyzing diffraction Kossel cones.
    • This method significantly enhances the accuracy and automation of EBSD and Kossel pattern analysis.
    • It enables precise local elastic strain and texture determination in materials science research.