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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 arbitrary 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
"""
# Copyright (C) 2003-2005 Peter J. Verveer
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
#
# 1. Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
#
# 2. Redistributions in binary form must reproduce the above
# copyright notice, this list of conditions and the following
# disclaimer in the documentation and/or other materials provided
# with the distribution.
#
# 3. The name of the author may not be used to endorse or promote
# products derived from this software without specific prior
# written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS
# OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
# WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
# ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY
# DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE
# GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
# WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
# NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
# bring in the public functionality from private namespaces
# mypy: ignore-errors
from ._support_alternative_backends import *
# adjust __all__ and do not leak implementation details
from . import _support_alternative_backends
__all__ = _support_alternative_backends.__all__
del _support_alternative_backends, _ndimage_api, _delegators # noqa: F821
# Deprecated namespaces, to be removed in v2.0.0
from . import filters
from . import fourier
from . import interpolation
from . import measurements
from . import morphology
from scipy._lib._testutils import PytestTester
test = PytestTester(__name__)
del PytestTester
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