Package ndimage

source code

N-dimensional image package

This package contains various functions for multi-dimensional image processing.

Modules

.. autosummary:

  :toctree: generated/

  filters -
  fourier -
  interpolation -
  io -
  measurements -
  morphology -

Functions (partial list)

.. autosummary:

  :toctree: generated/

  affine_transform - Apply an affine transformation
  center_of_mass - The center of mass of the values of an array at labels
  convolve - Multi-dimensional convolution
  convolve1d - 1-D convolution along the given axis
  correlate - Multi-dimensional correlation
  correlate1d - 1-D correlation along the given axis
  extrema - Min's and max's of an array at labels, with their positions
  find_objects - Find objects in a labeled array
  generic_filter - Multi-dimensional filter using a given function
  generic_filter1d - 1-D generic filter along the given axis
  geometric_transform - Apply an arbritrary geometric transform
  histogram - Histogram of the values of an array, optionally at labels
  imread - Load an image from a file
  label - Label features in an array
  laplace - n-D Laplace filter based on approximate second derivatives
  map_coordinates - Map input array to new coordinates by interpolation
  mean - Mean of the values of an array at labels
  median_filter - Calculates a multi-dimensional median filter
  percentile_filter - Calculates a multi-dimensional percentile filter
  rank_filter - Calculates a multi-dimensional rank filter
  rotate - Rotate an array
  shift - Shift an array
  standard_deviation - Standard deviation of an n-D image array
  sum - Sum of the values of the array
  uniform_filter - Multi-dimensional uniform filter
  uniform_filter1d - 1-D uniform filter along the given axis
  variance - Variance of the values of an n-D image array
  zoom - Zoom an array

Note: the above is only roughly half the functions available in this package

Objects

.. autosummary:

  :toctree: generated/

  docdict -

Imports: sobel, docfiller, generic_filter, gaussian_laplace, gaussian_gradient_magnitude, uniform_filter1d, generic_filter1d, maximum_filter1d, median_filter, docdict, uniform_filter, gaussian_filter, minimum_filter1d, rank_filter, generic_gradient_magnitude, prewitt, correlate1d, gaussian_filter1d, convolve1d, doccer, correlate, percentile_filter, maximum_filter, generic_laplace, convolve, minimum_filter, laplace, fourier_shift, fourier_gaussian, fourier_uniform, types, fourier_ellipsoid, rotate, spline_filter1d, map_coordinates, shift, affine_transform, geometric_transform, zoom, spline_filter, math, find_objects, watershed_ift, minimum, morphology, standard_deviation, label, maximum_position, np, center_of_mass, labeled_comprehension, histogram, extrema, minimum_position, maximum, variance, sum, mean, grey_erosion, iterate_structure, generate_binary_structure, filters, binary_closing, binary_erosion, distance_transform_bf, numpy, white_tophat, distance_transform_cdt, binary_fill_holes, distance_transform_edt, morphological_gradient, binary_hit_or_miss, morphological_laplace, binary_propagation, binary_opening, black_tophat, grey_opening, grey_closing, grey_dilation, binary_dilation, imread, __doc__, __svn_version__, __full_svn_info__, __setup_datetime__, stsci, _nd_image, _ni_support, fourier, info, interpolation, io, measurements