skimage#

dbdicom.wrappers.skimage.area_closing_2d(input, **kwargs)[source]#

Return grayscale area closing of an image.

Wrapper for skimage.morphology.area_closing.

Parameters:

input (dbdicom series) –

Returns:

output

Return type:

dbdicom series

dbdicom.wrappers.skimage.area_closing_3d(input, **kwargs)[source]#

Return grayscale area closing of an image.

Wrapper for skimage.morphology.area_closing.

Parameters:

input (dbdicom series) –

Returns:

output

Return type:

dbdicom series

dbdicom.wrappers.skimage.area_opening_2d(input, **kwargs)[source]#

Return grayscale area opening of an image.

Wrapper for skimage.morphology.area_opening.

Parameters:

input (dbdicom series) –

Returns:

output

Return type:

dbdicom series

dbdicom.wrappers.skimage.area_opening_3d(input, **kwargs)[source]#

Return grayscale area opening of an image.

Wrapper for skimage.morphology.area_opening.

Parameters:

input (dbdicom series) –

Returns:

output

Return type:

dbdicom series

dbdicom.wrappers.skimage.canny(input, sigma=1.0, **kwargs)[source]#

wrapper for skimage.feature.canny # https://scikit-image.org/docs/dev/api/skimage.feature.html#skimage.feature.canny

Parameters:

input (dbdicom series) –

Returns:

filtered

Return type:

dbdicom series

dbdicom.wrappers.skimage.closing_2d(input, **kwargs)[source]#

Return grayscale morphological closing of an image.

Wrapper for skimage.morphology.closing.

Parameters:

input (dbdicom series) –

Returns:

output

Return type:

dbdicom series

dbdicom.wrappers.skimage.closing_3d(input, **kwargs)[source]#

Return grayscale morphological closing of an image.

Wrapper for skimage.morphology.closing.

Parameters:

input (dbdicom series) –

Returns:

output

Return type:

dbdicom series

dbdicom.wrappers.skimage.convex_hull_image(series, **kwargs)[source]#

wrapper for skimage.morphology.convex_hull_image

Parameters:

input (dbdicom series) –

Returns:

filtered

Return type:

dbdicom series

dbdicom.wrappers.skimage.convex_hull_image_3d(input, **kwargs)[source]#

wrapper for skimage.morphology.convex_hull_image

Parameters:

input (dbdicom series) –

Returns:

filtered

Return type:

dbdicom series

dbdicom.wrappers.skimage.coregister_2d_to_2d(moving, fixed, return_array=False, attachment=1)[source]#
dbdicom.wrappers.skimage.coregister_3d_to_3d(moving, fixed, return_array=False, attachment=1)[source]#
dbdicom.wrappers.skimage.coregister_series_2d_to_2d(series, attachment=1)[source]#
dbdicom.wrappers.skimage.mdreg_constant_2d(series, attachment=1, max_improvement=1, max_iter=5)[source]#
dbdicom.wrappers.skimage.mdreg_constant_3d(series, attachment=1, max_improvement=1, max_iter=5)[source]#
dbdicom.wrappers.skimage.opening_2d(input, **kwargs)[source]#

Return grayscale morphological opening of an image.

Wrapper for skimage.morphology.opening.

Parameters:

input (dbdicom series) –

Returns:

output

Return type:

dbdicom series

dbdicom.wrappers.skimage.opening_3d(input, **kwargs)[source]#

Return grayscale morphological opening of an image.

Wrapper for skimage.morphology.opening.

Parameters:

input (dbdicom series) –

Returns:

output

Return type:

dbdicom series

dbdicom.wrappers.skimage.peak_local_max_3d(input, labels=None, **kwargs)[source]#

Determine local maxima

Wrapper for skimage.feature.peak_local_max function. # https://scikit-image.org/docs/stable/api/skimage.feature.html#skimage.feature.peak_local_max

Parameters:

input (dbdicom series) –

Returns:

filtered

Return type:

dbdicom series

dbdicom.wrappers.skimage.remove_small_holes_2d(input, **kwargs)[source]#

Remove contiguous holes smaller than the specified size.

Wrapper for skimage.morphology.remove_small_holes.

Parameters:

input (dbdicom series) –

Returns:

output

Return type:

dbdicom series

dbdicom.wrappers.skimage.remove_small_holes_3d(input, **kwargs)[source]#

Remove contiguous holes smaller than the specified size.

Wrapper for skimage.morphology.remove_small_holes.

Parameters:

input (dbdicom series) –

Returns:

output

Return type:

dbdicom series

dbdicom.wrappers.skimage.skeletonize(input, **kwargs)[source]#

Labels structures in an image

Wrapper for skimage.segmentation.watershed function.

Parameters:
  • input (dbdicom series) –

  • markers (dbdicom series of the same dimensions as series) –

Returns:

filtered

Return type:

dbdicom series

dbdicom.wrappers.skimage.skeletonize_3d(input, **kwargs)[source]#

Labels structures in an image

Wrapper for skimage.segmentation.watershed function.

Parameters:
  • input (dbdicom series) –

  • markers (dbdicom series of the same dimensions as series) –

Returns:

filtered

Return type:

dbdicom series

dbdicom.wrappers.skimage.volume_features(series)[source]#
dbdicom.wrappers.skimage.warp(image, deformation_field)[source]#
dbdicom.wrappers.skimage.watershed_2d(input, markers=None, mask=None, **kwargs)[source]#

Labels structures in an image

Wrapper for skimage.segmentation.watershed function.

Parameters:
  • input (dbdicom series) –

  • markers (dbdicom series of the same dimensions as series) –

Returns:

filtered

Return type:

dbdicom series

dbdicom.wrappers.skimage.watershed_3d(input, markers=None, mask=None, **kwargs)[source]#

Determine watershed in 3D

Wrapper for skimage.segmentation.watershed function.

Parameters:

input (dbdicom series) –

Returns:

filtered

Return type:

dbdicom series