
.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/segmentation/plot_regionprops.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        Click :ref:`here <sphx_glr_download_auto_examples_segmentation_plot_regionprops.py>`
        to download the full example code

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_segmentation_plot_regionprops.py:


=========================
Measure region properties
=========================

This example shows how to measure properties of labelled image regions. We
first analyze an image with two ellipses. Below we show how to explore
interactively the properties of labelled objects.

.. GENERATED FROM PYTHON SOURCE LINES 10-33

.. code-block:: default

    import math
    import matplotlib.pyplot as plt
    import numpy as np
    import pandas as pd

    from skimage.draw import ellipse
    from skimage.measure import label, regionprops, regionprops_table
    from skimage.transform import rotate


    image = np.zeros((600, 600))

    rr, cc = ellipse(300, 350, 100, 220)
    image[rr, cc] = 1

    image = rotate(image, angle=15, order=0)

    rr, cc = ellipse(100, 100, 60, 50)
    image[rr, cc] = 1

    label_img = label(image)
    regions = regionprops(label_img)








.. GENERATED FROM PYTHON SOURCE LINES 34-37

We use the :py:func:`skimage.measure.regionprops` result to draw certain
properties on each region. For example, in red, we plot the major and minor
axes of each ellipse.

.. GENERATED FROM PYTHON SOURCE LINES 37-61

.. code-block:: default


    fig, ax = plt.subplots()
    ax.imshow(image, cmap=plt.cm.gray)

    for props in regions:
        y0, x0 = props.centroid
        orientation = props.orientation
        x1 = x0 + math.cos(orientation) * 0.5 * props.minor_axis_length
        y1 = y0 - math.sin(orientation) * 0.5 * props.minor_axis_length
        x2 = x0 - math.sin(orientation) * 0.5 * props.major_axis_length
        y2 = y0 - math.cos(orientation) * 0.5 * props.major_axis_length

        ax.plot((x0, x1), (y0, y1), '-r', linewidth=2.5)
        ax.plot((x0, x2), (y0, y2), '-r', linewidth=2.5)
        ax.plot(x0, y0, '.g', markersize=15)

        minr, minc, maxr, maxc = props.bbox
        bx = (minc, maxc, maxc, minc, minc)
        by = (minr, minr, maxr, maxr, minr)
        ax.plot(bx, by, '-b', linewidth=2.5)

    ax.axis((0, 600, 600, 0))
    plt.show()




.. image:: /auto_examples/segmentation/images/sphx_glr_plot_regionprops_001.png
    :alt: plot regionprops
    :class: sphx-glr-single-img





.. GENERATED FROM PYTHON SOURCE LINES 62-67

We use the :py:func:`skimage.measure.regionprops_table` to compute
(selected) properties for each region. Note that
``skimage.measure.regionprops_table`` actually computes the properties,
whereas ``skimage.measure.regionprops`` computes them when they come in use
(lazy evaluation).

.. GENERATED FROM PYTHON SOURCE LINES 67-73

.. code-block:: default


    props = regionprops_table(label_img, properties=('centroid',
                                                     'orientation',
                                                     'major_axis_length',
                                                     'minor_axis_length'))








.. GENERATED FROM PYTHON SOURCE LINES 74-77

We now display a table of these selected properties (one region per row),
the ``skimage.measure.regionprops_table`` result being a pandas-compatible
dict.

.. GENERATED FROM PYTHON SOURCE LINES 77-80

.. code-block:: default


    pd.DataFrame(props)






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
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        .dataframe tbody tr th {
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          <th></th>
          <th>centroid-0</th>
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          <th>orientation</th>
          <th>major_axis_length</th>
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          <td>286.914167</td>
          <td>348.412995</td>
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          <td>440.015503</td>
          <td>199.918850</td>
        </tr>
      </tbody>
    </table>
    </div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 81-85

It is also possible to explore interactively the properties of labelled
objects by visualizing them in the hover information of the labels.
This example uses plotly in order to display properties when
hovering over the objects.

.. GENERATED FROM PYTHON SOURCE LINES 85-119

.. code-block:: default


    import plotly.express as px
    import plotly.graph_objects as go
    from skimage import data, filters, measure, morphology

    img = data.coins()
    # Binary image, post-process the binary mask and compute labels
    threshold = filters.threshold_otsu(img)
    mask = img > threshold
    mask = morphology.remove_small_objects(mask, 50)
    mask = morphology.remove_small_holes(mask, 50)
    labels = measure.label(mask)

    fig = px.imshow(img, binary_string=True)
    fig.update_traces(hoverinfo='skip') # hover is only for label info

    props = measure.regionprops(labels, img)
    properties = ['area', 'eccentricity', 'perimeter', 'mean_intensity']

    # For each label, add a filled scatter trace for its contour,
    # and display the properties of the label in the hover of this trace.
    for index in range(1, labels.max()):
        label = props[index].label
        contour = measure.find_contours(labels == label, 0.5)[0]
        y, x = contour.T
        hoverinfo = ''
        for prop_name in properties:
            hoverinfo += f'<b>{prop_name}: {getattr(props[index], prop_name):.2f}</b><br>'
        fig.add_trace(go.Scatter(
            x=x, y=y, name=label,
            mode='lines', fill='toself', showlegend=False,
            hovertemplate=hoverinfo, hoveron='points+fills'))

    fig





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.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  0.375 seconds)


.. _sphx_glr_download_auto_examples_segmentation_plot_regionprops.py:


.. only :: html

 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-example



  .. container:: sphx-glr-download sphx-glr-download-python

     :download:`Download Python source code: plot_regionprops.py <plot_regionprops.py>`



  .. container:: sphx-glr-download sphx-glr-download-jupyter

     :download:`Download Jupyter notebook: plot_regionprops.ipynb <plot_regionprops.ipynb>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_
