scipy.ndimage.iterate_structure

scipy.ndimage.iterate_structure(structure, iterations, origin=None)

Iterate a structure by dilating it with itself.

Parameters

structurearray_like

Structuring element (an array of bools, for example), to be dilated with itself.

iterationsint

number of dilations performed on the structure with itself

originoptional

If origin is None, only the iterated structure is returned. If not, a tuple of the iterated structure and the modified origin is returned.

Returns

iterate_structurendarray of bools

A new structuring element obtained by dilating structure (iterations - 1) times with itself.

See also

generate_binary_structure

Examples

>>> from scipy import ndimage
>>> struct = ndimage.generate_binary_structure(2, 1)
>>> struct.astype(int)
array([[0, 1, 0],
       [1, 1, 1],
       [0, 1, 0]])
>>> ndimage.iterate_structure(struct, 2).astype(int)
array([[0, 0, 1, 0, 0],
       [0, 1, 1, 1, 0],
       [1, 1, 1, 1, 1],
       [0, 1, 1, 1, 0],
       [0, 0, 1, 0, 0]])
>>> ndimage.iterate_structure(struct, 3).astype(int)
array([[0, 0, 0, 1, 0, 0, 0],
       [0, 0, 1, 1, 1, 0, 0],
       [0, 1, 1, 1, 1, 1, 0],
       [1, 1, 1, 1, 1, 1, 1],
       [0, 1, 1, 1, 1, 1, 0],
       [0, 0, 1, 1, 1, 0, 0],
       [0, 0, 0, 1, 0, 0, 0]])

scipy.ndimage.grey_opening scipy.ndimage.morphological_gradient