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LabAdviser/314/Microscopy 314-307/SEM/Nova/Transmission Kikuchi diffraction: Difference between revisions

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An example is shown in Fig. 3. Consider four pixels along a Kikuchi line. For each pixel in the line, all possible values of ''ρ'' are calculated for ''θ'' ranging from 0° to 180° using Eq. 1, which produces four sinusoidal curves. These curves intersect at a point with (''ρ'', ''θ'') coordinates (green rectangle), corresponding to the angle of the line (''θ'') and its position relative to the origin (''ρ''). The grey-scale intensity I(xi; yi) of the image pixels is accumulated in each quantized point H(''ρ''; ''θ'') of the Hough space, so that I(xi; yi) serves as a measure of evidence for a line passing through the pixel (x, y). In this way, a line in the pattern space transforms to a point having a certain intensity in the Hough space, which is easily detected by the indexing software over the at background. For a correct indexing, the crystal system, chemical composition, unit cell dimensions and atomic positions of the material must be supplied to the analysis software.
An example is shown in Fig. 3. Consider four pixels along a Kikuchi line. For each pixel in the line, all possible values of ''ρ'' are calculated for ''θ'' ranging from 0° to 180° using Eq. 1, which produces four sinusoidal curves. These curves intersect at a point with (''ρ'', ''θ'') coordinates (green rectangle), corresponding to the angle of the line (''θ'') and its position relative to the origin (''ρ''). The grey-scale intensity I(xi; yi) of the image pixels is accumulated in each quantized point H(''ρ''; ''θ'') of the Hough space, so that I(xi; yi) serves as a measure of evidence for a line passing through the pixel (x, y). In this way, a line in the pattern space transforms to a point having a certain intensity in the Hough space, which is easily detected by the indexing software over the at background. For a correct indexing, the crystal system, chemical composition, unit cell dimensions and atomic positions of the material must be supplied to the analysis software.


[[File:Picture2.png|400px|center|thumb|Fig. 3: Example of use of Hough transform for indexing of Kikuchi patterns: the points on a Kikuchi line (left) form sinusoidal curves in Hough space (right). The intersection of these curves is a point in the Hough space having (''ρ'', ''θ'') coordinates, directly connected to the position and tilt of the Kikuchi line.]]
[[File:Picture2.png|550px|center|thumb|Fig. 3: Example of use of Hough transform for indexing of Kikuchi patterns: the points on a Kikuchi line (left) form sinusoidal curves in Hough space (right). The intersection of these curves is a point in the Hough space having (''ρ'', ''θ'') coordinates, directly connected to the position and tilt of the Kikuchi line.]]