.. _sphx_glr_auto_examples_numpy_operations:

Operations on NumPy arrays
--------------------------



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This script illustrates how to use basic NumPy operations, such as slicing, masking and fancy i...">

.. only:: html

  .. image:: /auto_examples/numpy_operations/images/thumb/sphx_glr_plot_camera_numpy_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_numpy_operations_plot_camera_numpy.py`

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      <div class="sphx-glr-thumbnail-title">Using simple NumPy operations for manipulating images</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use functions in :pyskimage.morphology to generate footprints (struct...">

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  .. image:: /auto_examples/numpy_operations/images/thumb/sphx_glr_plot_structuring_elements_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_numpy_operations_plot_structuring_elements.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Generate footprints (structuring elements)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the use of view_as_blocks from :pyskimage.util.  Block views can be in...">

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  .. image:: /auto_examples/numpy_operations/images/thumb/sphx_glr_plot_view_as_blocks_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_numpy_operations_plot_view_as_blocks.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Block views on images/arrays</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Many footprints (structuring elements) can be decomposed into an equivalent series of smaller s...">

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  .. image:: /auto_examples/numpy_operations/images/thumb/sphx_glr_plot_footprint_decompositions_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_numpy_operations_plot_footprint_decompositions.py`

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      <div class="sphx-glr-thumbnail-title">Decompose flat footprints (structuring elements)</div>
    </div>


.. thumbnail-parent-div-close

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    </div>


.. toctree::
   :hidden:

   /auto_examples/numpy_operations/plot_camera_numpy
   /auto_examples/numpy_operations/plot_structuring_elements
   /auto_examples/numpy_operations/plot_view_as_blocks
   /auto_examples/numpy_operations/plot_footprint_decompositions