.. _sphx_glr_auto_examples_multiscaling:

.. _multiscale_examples:

Working at multiple scales
---------------------------

Representing data efficiently at different scales is a core feature of scikit-shapes. In addition to data compression, we provide tools to preserve features across scales and implement multi-grid or level-of-detail methods.



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


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    <div class="sphx-glr-thumbcontainer" tooltip="The skshapes.multiscaling.multiscale.Multiscale class preserves landmarks across scales.">

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  .. image:: /auto_examples/multiscaling/images/thumb/sphx_glr_plot_multiscaling_landmarks_thumb.gif
    :alt:

  :ref:`sphx_glr_auto_examples_multiscaling_plot_multiscaling_landmarks.py`

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      <div class="sphx-glr-thumbnail-title">Multiscaling and landmarks</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="We use the skshapes.multiscaling.multiscale.Multiscale class to create a multiscale decompositi...">

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  .. image:: /auto_examples/multiscaling/images/thumb/sphx_glr_plot_multiscaling_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_multiscaling_plot_multiscaling.py`

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      <div class="sphx-glr-thumbnail-title">Multiscaling with triangle meshes</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="We propagate a signal across the different shapes of a multiscale representation, using rules t...">

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  .. image:: /auto_examples/multiscaling/images/thumb/sphx_glr_plot_signal_multiscale_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_multiscaling_plot_signal_multiscale.py`

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      <div class="sphx-glr-thumbnail-title">Multiscaling and signal propagation</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/multiscaling/plot_multiscaling_landmarks
   /auto_examples/multiscaling/plot_multiscaling
   /auto_examples/multiscaling/plot_signal_multiscale