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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

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