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processing:clean-diamond-anvil-cell-data

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Clean up diamond anvil cell data

Typical diamond anvil cell data for multigrain XRD has to be pre-processed and cleaned.

Elements that should be addressed are:

  • shadows from the tungsten carbide diamond seats,
  • single-crystal diffraction spots from the diamond anvils,
  • additional diffraction from very small grains (powder rings), pressure media, etc.

Diamond spots removal

Processing of the single-crystal diffraction spots from the diamond anvils is performed using the timelessDiamondSpotRemoval script, which is part of the TIMEleSS tools.

The idea is that diamond diffraction is

  • very intense (often saturate the detector),
  • extends over many pixels (in X and Y) and in ω.

The timelessDiamondSpotRemoval script does the following - reduce the resolution of the image, to make it blur and get rid of the small features, - apply a median filter on the reduced image to clear out small diffraction spots, which are probably originating from the sample, - detect diamond diffraction spots based on a threshold in intensity, - create a mask based on the detected diamond diffraction spots, - expand the mask in X, Y, and ω to account for the fact that the real diamond diffraction spots are wider and appear over wider omega ranges than detected by the above steps.

processing/clean-diamond-anvil-cell-data.1549983099.txt.gz · Last modified: 2019/02/18 10:11 (external edit)