.. _sphx_glr_auto_examples_registration:

Registering and aligning shapes with each other
-----------------------------------------------

.. warning::

    The API shown below is a draft, and will soon be completely revamped.

The registration class allows to express various registration algorithm within the same framework.



.. raw:: html

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


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    <div class="sphx-glr-thumbcontainer" tooltip="Intrinsic and extrinsic deformations are two different approaches to non-rigid deformation.">

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  .. image:: /auto_examples/registration/images/thumb/sphx_glr_plot_karateka_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_registration_plot_karateka.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Intrinsic vs Extrinsic deformation</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip=" This is an example of rigid alignment in 2D for meshes with points in dense correspondence.">

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  .. image:: /auto_examples/registration/images/thumb/sphx_glr_plot_rigid_0_2d_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_registration_plot_rigid_0_2d.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Rigid alignment in 2D</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we demonstrate how to perform rigid registration (also known alignment) of two...">

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  .. image:: /auto_examples/registration/images/thumb/sphx_glr_plot_rigid_1_3d_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_registration_plot_rigid_1_3d.py`

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      <div class="sphx-glr-thumbnail-title">Rigid alignment in 3D with landmarks</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="LDDMM is a deformation method based on geodesic shooting in the space of diffeomorphisms. In sc...">

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  .. image:: /auto_examples/registration/images/thumb/sphx_glr_plot_lddmm_0_skulls_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_registration_plot_lddmm_0_skulls.py`

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      <div class="sphx-glr-thumbnail-title">Registration with LDDMM</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This notebook illustrates the interest of normalizing the cometric in the LDDMM model. We consi...">

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  .. image:: /auto_examples/registration/images/thumb/sphx_glr_plot_lddmm_1_normalization_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_registration_plot_lddmm_1_normalization.py`

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      <div class="sphx-glr-thumbnail-title">LDDMM with normalized kernel</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip=" This examples is an implementation of the paper &quot;Geometric Modeling in Shape Space&quot; by Kilian,...">

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  .. image:: /auto_examples/registration/images/thumb/sphx_glr_plot_multiscale_elastic_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_registration_plot_multiscale_elastic.py`

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      <div class="sphx-glr-thumbnail-title">Elastic metric and multiscale strategy</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/registration/plot_karateka
   /auto_examples/registration/plot_rigid_0_2d
   /auto_examples/registration/plot_rigid_1_3d
   /auto_examples/registration/plot_lddmm_0_skulls
   /auto_examples/registration/plot_lddmm_1_normalization
   /auto_examples/registration/plot_multiscale_elastic