.. vim: set fileencoding=utf-8 :
.. Laurent El Shafey <Laurent.El-Shafey@idiap.ch>
.. Mon Apr 14 20:29:01 CEST 2014
..
.. Copyright (C) 2014 Idiap Research Institute, Martigny, Switzerland

.. _bob.ip.base:

=======================================
 Bob's Basic Image Processing Routines
=======================================

.. todolist::

This Python module contains base functionality from Bob bound to Python, available in the C++ counter-part ``bob::ip::base``.

Documentation
-------------

.. toctree::
   :maxdepth: 2

   guide
   py_api


References
----------

.. [Atanasoaei2012]  *Cosmin Atanasoaei*. **Multivariate Boosting with Look-up Tables for Face Processing,** PhD thesis, EPFL, 2012. `pdf <http://publications.idiap.ch/index.php/publications/show/2315>`__
.. [Sanderson2002]   *Conrad Sanderson and Kuldip K. Paliwal*. **Polynomial Features for Robust Face Authentication,** In Proceedings of the IEEE International Conference on Image Processing, 2002. `pdf <http://maxwell.me.gu.edu.au/spl/publications/papers/icip02_conrad2.pdf>`__
.. [TanTriggs2007]   *Xiaoyang Tan and Bill Triggs*. **Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions,** In International Conference on Analysis and Modeling of Faces and Gestures, 2007. `pdf <https://lear.inrialpes.fr/pubs/2007/TT07/Tan-amfg07a.pdf>`__
.. [Jobson1997]      *D. Jobson, Z. Rahman and G. Woodell*. **A Multiscale Retinex for bridging the gap between color images and the Human observation of scenes,** In IEEE Transactions on Image Processing, vol. 6, n. 7, 1997.
.. [Wang2004]        *H. Wang, S.Z. Li and Y. Wang*. **Face Recognition under Varying Lighting Conditions Using Self Quotient Image,** In IEEE International Conference on Image Processing, vol. 2, pp. 1397-1400, 2004.
.. [Lowe2004]        *D. Lowe*. **Distinctive Image Features from Scale-Invariant Keypoints,** In International Journal of Computer Vision, 2004.
.. [Dalal2005]       *N. Dalal, B. Triggs*. **Histograms of Oriented Gradients for Human Detection,** In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005.
.. [Haralick1973]    *R. M. Haralick, K. Shanmugam, I. Dinstein*. **Textural Features for Image Classification,** In IEEE Transactions on Systems, Man and Cybernetics, vol. SMC-3, No. 6, p. 610-621, 1973.
.. [Szeliski2010]    *Richard Szeliski*. **Computer Vision: Algorithms and Applications** (1st ed.). Springer-Verlag New York, USA, 2010.
.. [Zhao2007]        *G. Zhao and M. Pietikainen.* **Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions,** in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, no. 6, pp. 915-928, June 2007. doi: 10.1109/TPAMI.2007.1110

Indices and tables
------------------

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`

.. include:: links.rst
