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[IMG156] add intensity fluctuation correction filter for imar3d_v2

Zhang, Chen requested to merge IMG156_ifc_corr_filter into next
  • Original Gitlab Story: IMG156

This PR introduces the following changes:

  • Intensity fluctuation correction via tomopy.normalize_bg (when air region/pixel specified).
  • Intensity fluctuation correction via skimage (when air region specified with negative value).
  • corresponding unit tests.

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