:orphan:



.. _sphx_glr_tutorials:

.. _tutorials:

Tutorials
---------


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="01. Denoising">

.. only:: html

 .. figure:: /tutorials/images/thumb/sphx_glr_2d_image_smoothing_thumb.png
     :alt: 01. Denoising

     :ref:`sphx_glr_tutorials_2d_image_smoothing.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /tutorials/2d_image_smoothing

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="02. Reconstruction I">

.. only:: html

 .. figure:: /tutorials/images/thumb/sphx_glr_radon_thumb.png
     :alt: 02. Reconstruction I

     :ref:`sphx_glr_tutorials_radon.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /tutorials/radon

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="IN PROGRESS">

.. only:: html

 .. figure:: /tutorials/images/thumb/sphx_glr_convolution_thumb.png
     :alt: 03. Reconstruction II

     :ref:`sphx_glr_tutorials_convolution.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /tutorials/convolution

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="We focus on concepts from different papers. Mainly we use for numerical access:     Knoll, Bred...">

.. only:: html

 .. figure:: /tutorials/images/thumb/sphx_glr_total_generalized_variation_thumb.png
     :alt: 04. Total Generalized Variation

     :ref:`sphx_glr_tutorials_total_generalized_variation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /tutorials/total_generalized_variation

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Here a locally adapted regularization is shown. For this purpose the SATV algorithm was impleme...">

.. only:: html

 .. figure:: /tutorials/images/thumb/sphx_glr_spatially_adapted_total_variation_thumb.png
     :alt: 05. Spatially Adapted Total Variation

     :ref:`sphx_glr_tutorials_spatially_adapted_total_variation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /tutorials/spatially_adapted_total_variation

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="06. L1 vs. L2 Fidelity-Term">

.. only:: html

 .. figure:: /tutorials/images/thumb/sphx_glr_datafidelity_L1_vs_L2_thumb.png
     :alt: 06. L1 vs. L2 Fidelity-Term

     :ref:`sphx_glr_tutorials_datafidelity_L1_vs_L2.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /tutorials/datafidelity_L1_vs_L2

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="07. Segmentation">

.. only:: html

 .. figure:: /tutorials/images/thumb/sphx_glr_2d_tv_segmentation_thumb.png
     :alt: 07. Segmentation

     :ref:`sphx_glr_tutorials_2d_tv_segmentation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /tutorials/2d_tv_segmentation

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="08. Scaling Dependent Stepsize Problem">

.. only:: html

 .. figure:: /tutorials/images/thumb/sphx_glr_scaling_problem_thumb.png
     :alt: 08. Scaling Dependent Stepsize Problem

     :ref:`sphx_glr_tutorials_scaling_problem.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /tutorials/scaling_problem
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. only :: html

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


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

    :download:`Download all examples in Python source code: tutorials_python.zip </tutorials/tutorials_python.zip>`



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

    :download:`Download all examples in Jupyter notebooks: tutorials_jupyter.zip </tutorials/tutorials_jupyter.zip>`


.. only:: html

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

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