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=========================================================
Multidimensional image processing (:mod:`scipy.ndimage`)
=========================================================
.. currentmodule:: scipy.ndimage
This package contains various functions for multidimensional image
processing.
Filters
=======
.. autosummary::
:toctree: generated/
convolve - Multidimensional convolution
convolve1d - 1-D convolution along the given axis
correlate - Multidimensional correlation
correlate1d - 1-D correlation along the given axis
gaussian_filter
gaussian_filter1d
gaussian_gradient_magnitude
gaussian_laplace
generic_filter - Multidimensional filter using a given function
generic_filter1d - 1-D generic filter along the given axis
generic_gradient_magnitude
generic_laplace
laplace - N-D Laplace filter based on approximate second derivatives
maximum_filter
maximum_filter1d
median_filter - Calculates a multidimensional median filter
minimum_filter
minimum_filter1d
percentile_filter - Calculates a multidimensional percentile filter
prewitt
rank_filter - Calculates a multidimensional rank filter
sobel
uniform_filter - Multidimensional uniform filter
uniform_filter1d - 1-D uniform filter along the given axis
Fourier filters
===============
.. autosummary::
:toctree: generated/
fourier_ellipsoid
fourier_gaussian
fourier_shift
fourier_uniform
Interpolation
=============
.. autosummary::
:toctree: generated/
affine_transform - Apply an affine transformation
geometric_transform - Apply an arbritrary geometric transform
map_coordinates - Map input array to new coordinates by interpolation
rotate - Rotate an array
shift - Shift an array
spline_filter
spline_filter1d
zoom - Zoom an array
Measurements
============
.. autosummary::
:toctree: generated/
center_of_mass - The center of mass of the values of an array at labels
extrema - Min's and max's of an array at labels, with their positions
find_objects - Find objects in a labeled array
histogram - Histogram of the values of an array, optionally at labels
label - Label features in an array
labeled_comprehension
maximum
maximum_position
mean - Mean of the values of an array at labels
median
minimum
minimum_position
standard_deviation - Standard deviation of an N-D image array
sum_labels - Sum of the values of the array
value_indices - Find indices of each distinct value in given array
variance - Variance of the values of an N-D image array
watershed_ift
Morphology
==========
.. autosummary::
:toctree: generated/
binary_closing
binary_dilation
binary_erosion
binary_fill_holes
binary_hit_or_miss
binary_opening
binary_propagation
black_tophat
distance_transform_bf
distance_transform_cdt
distance_transform_edt
generate_binary_structure
grey_closing
grey_dilation
grey_erosion
grey_opening
iterate_structure
morphological_gradient
morphological_laplace
white_tophat
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