journal article·2003-08-21

Automated Evaluation of Kikuchi Patterns by Means of Radon and Fast Fourier Transformation, and Verification by an Artificial Neural Network

R.A. Schwarzer, J. Sukkau

Advanced Engineering Materials· Volume 5· Issue 8
Publisher page

Abstract

Automated crystal orientation measurement (ACOM) in the SEM by interpreting backscatter Kikuchi patterns (see Figure) has become a standard tool of quantitative texture analysis in materials science during the last decade. A Radon transformation of the diffraction pattern, in combination with a 1D fast Fourier transformation, enables the fast extraction of the positions of Kikuchi bands. The high‐frequency coefficients of the 1D FFT are used to define pattern quality as a measure of lattice imperfection and residual stress of the real crystal structure.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Microstructure and mechanical properties · X-ray Diffraction in Crystallography · Aluminum Alloy Microstructure Properties

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (17)

Show source-provided references
1. 10.1016/S0968-4328(97)00010-310.1016/S0968-4328(97)00010-3 ↗
2. A. J. Schwartz M. Kumar B. L. Adams (Eds.) Electron Backscatter Diffraction in Materials Science Kluwer/Plenum 2000.10.1007/978-1-4757-3205-4 ↗
3. Schwarzer R.A. · Mater. Sci. Forum · 1998 · 273 · 15
4. H. J. Bunge inIndustrial Applications of X‐Ray Diffraction (Eds: F. H. Chung D. K. Smith) Marcel Dekker New York–Basel2000 p. 919.10.1201/b16940-45 ↗
5. H. J. Bunge inFormability of Metallic Materials (Eds: D. Banabic H.‐J. Bunge K. Pöhlandt A. E. Tekkaya) Springer Berlin 2000 p. 23.
6. 10.1002/1527-2648(200101)3:1/2<25::AID-ADEM25>3.0.CO;2-810.1002/1527-2648(200101)3:1/2<25::AID-ADEM25>3.0.CO;2-8 ↗
7. Radon J. · Berichte Sächsische Akademie der Wissenschaften, Leipzig · 1917 · 262
8. S. R. Deans The Radon Transform and Some of Its Applications Wiley New York1983.
9. P. V. C. Hough US patent 3 069 654 1962.
10. 10.1016/S0734-189X(88)80033-110.1016/S0734-189X(88)80033-1 ↗
11. N. C. Krieger Lassen PhD Thesis Danemarks Tekniske Universitet Lyngby 1994.
12. Krieger Lassen N.C. · Scanning Microscopy · 1992 · 6 · 115
13. R. Rojas Neural Networks: A Systematic Introduction Springer Berlin 1996.10.1007/978-3-642-61068-4 ↗
14. D. W. Patterson Artificial Neural Networks – Theory and Applications Prentice Hall Singapore1996.
15. R. A. Schwarzer inElectron Backscatter Diffraction in Materials Science (Eds: A. J. Schwartz M. Kumar B. L. Adams) Kluwer/Plenum 2000 p. 105.10.1007/978-1-4757-3205-4_9 ↗
16. H. Morneburg Bildgebende Systeme für die medizinische Diagnostik Siemens & Publicis MCD Verlag Munich1995.
17. 10.1107/S002188980202138610.1107/S0021889802021386 ↗