.. _sphx_glr_auto_examples_applications:

Longer examples and demonstrations
----------------------------------



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


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    <div class="sphx-glr-thumbcontainer" tooltip="Scikit-image currently doesn&#x27;t feature a function that allows you to write text onto an image. ...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_text_thumb.png
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  :ref:`sphx_glr_auto_examples_applications_plot_text.py`

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      <div class="sphx-glr-thumbnail-title">Render text onto an image</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This computer vision example shows how to detect faces on an image using object detection frame...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_face_detection_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_face_detection.py`

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      <div class="sphx-glr-thumbnail-title">Face detection using a cascade classifier</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="In this tutorial, we explore interactively a biomedical image which has three spatial dimension...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_3d_interaction_thumb.png
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  :ref:`sphx_glr_auto_examples_applications_plot_3d_interaction.py`

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      <div class="sphx-glr-thumbnail-title">Interact with 3D images (of kidney tissue)</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="In various image analysis situations, it is useful to think of the pixels of an image, or of a ...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_pixel_graphs_thumb.png
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  :ref:`sphx_glr_auto_examples_applications_plot_pixel_graphs.py`

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      <div class="sphx-glr-thumbnail-title">Use pixel graphs to find an object's geodesic center</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Image comparison is particularly useful when performing image processing tasks such as exposure...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_image_comparison_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_image_comparison.py`

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      <div class="sphx-glr-thumbnail-title">Visual image comparison</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Morphological image processing is a collection of non-linear operations related to the shape or...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_morphology_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_morphology.py`

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      <div class="sphx-glr-thumbnail-title">Morphological Filtering</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="In this tutorial, we compute the structure tensor of a 3D image. For a general introduction to ...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_3d_structure_tensor_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_3d_structure_tensor.py`

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      <div class="sphx-glr-thumbnail-title">Estimate anisotropy in a 3D microscopy image</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we will see how to segment objects from a background. We use the coins image f...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_coins_segmentation_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_coins_segmentation.py`

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      <div class="sphx-glr-thumbnail-title">Comparing edge-based and region-based segmentation</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we analyze a microscopy image of human cells. We use data provided by Jason Mo...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_human_mitosis_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_human_mitosis.py`

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      <div class="sphx-glr-thumbnail-title">Segment human cells (in mitosis)</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we demonstrate the use of different metrics to assess the colocalization of tw...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_colocalization_metrics_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_colocalization_metrics.py`

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      <div class="sphx-glr-thumbnail-title">Colocalization metrics</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Optical coherence tomography (OCT) is a non-invasive imaging technique used by ophthalmologists...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_cornea_spot_inpainting_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_cornea_spot_inpainting.py`

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      <div class="sphx-glr-thumbnail-title">Restore spotted cornea image with inpainting</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Thresholding is used to create a binary image from a grayscale image [1]_. It is the simplest w...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_thresholding_guide_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_thresholding_guide.py`

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      <div class="sphx-glr-thumbnail-title">Thresholding</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we identify and track the solid-liquid (S-L) interface in a nickel-based alloy...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_solidification_tracking_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_solidification_tracking.py`

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      <div class="sphx-glr-thumbnail-title">Track solidification of a metallic alloy</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example reproduces a well-established workflow in bioimage data analysis for measuring the...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_fluorescence_nuclear_envelope_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_fluorescence_nuclear_envelope.py`

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      <div class="sphx-glr-thumbnail-title">Measure fluorescence intensity at the nuclear envelope</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Haar-like feature descriptors were successfully used to implement the first real-time face dete...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_haar_extraction_selection_classification_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_haar_extraction_selection_classification.py`

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      <div class="sphx-glr-thumbnail-title">Face classification using Haar-like feature descriptor</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This tutorial is an introduction to three-dimensional image processing. For a quick intro to 3D...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_3d_image_processing_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_3d_image_processing.py`

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      <div class="sphx-glr-thumbnail-title">Explore 3D images (of cells)</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Rank filters are non-linear filters using local gray-level ordering to compute the filtered val...">

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  .. image:: /auto_examples/applications/images/thumb/sphx_glr_plot_rank_filters_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_applications_plot_rank_filters.py`

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      <div class="sphx-glr-thumbnail-title">Rank filters</div>
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    </div>


.. toctree::
   :hidden:

   /auto_examples/applications/plot_text
   /auto_examples/applications/plot_face_detection
   /auto_examples/applications/plot_3d_interaction
   /auto_examples/applications/plot_pixel_graphs
   /auto_examples/applications/plot_image_comparison
   /auto_examples/applications/plot_morphology
   /auto_examples/applications/plot_3d_structure_tensor
   /auto_examples/applications/plot_coins_segmentation
   /auto_examples/applications/plot_human_mitosis
   /auto_examples/applications/plot_colocalization_metrics
   /auto_examples/applications/plot_cornea_spot_inpainting
   /auto_examples/applications/plot_thresholding_guide
   /auto_examples/applications/plot_solidification_tracking
   /auto_examples/applications/plot_fluorescence_nuclear_envelope
   /auto_examples/applications/plot_haar_extraction_selection_classification
   /auto_examples/applications/plot_3d_image_processing
   /auto_examples/applications/plot_rank_filters