ClearMap.ImageProcessing.Filter#

This sub-package provides various volumetric filter kernels and structure elments

A set of linear filters can be applied to the data using LinearFilter.

Because its utility for cell detection the difference of Gaussians filter is implemented directly in DoGFilter.

The fitler kernels defined in FilterKernel can be used in combination with the Convolution module.

Structured elements defined in StructureElements can be used in combination with various morphological operations, e.g. used in the :mod:~ClearMap.ImageProcessing.BackgroundRemoval` module.


Sub-packages and modules#

ClearMap.ImageProcessing.Filter.FilterKernel

Implementation of various volumetric filter kernels.

ClearMap.ImageProcessing.Filter.Orientation

This sub-package provides various volumetric filters to extract orientation measures.

ClearMap.ImageProcessing.Filter.Rank

Rank filter module.

ClearMap.ImageProcessing.Filter.StructureElement

Routines to generate structure elements for filters.

ClearMap.ImageProcessing.Filter.Vector