|
""" ========================================================= Multi-dimensional image processing (:mod:`scipy.ndimage`) =========================================================
.. currentmodule:: scipy.ndimage
This package contains various functions for multi-dimensional image processing.
Filters =======
.. autosummary:: :toctree: generated/
convolve - Multi-dimensional convolution convolve1d - 1-D convolution along the given axis correlate - Multi-dimensional correlation correlate1d - 1-D correlation along the given axis gaussian_filter gaussian_filter1d gaussian_gradient_magnitude gaussian_laplace generic_filter - Multi-dimensional 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 multi-dimensional median filter minimum_filter minimum_filter1d percentile_filter - Calculates a multi-dimensional percentile filter prewitt rank_filter - Calculates a multi-dimensional rank filter sobel uniform_filter - Multi-dimensional 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 - Sum of the values of the 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
Utility =======
.. autosummary:: :toctree: generated/
imread - Load an image from a file
"""
# 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.
|