.. -*- coding: utf-8 -*-

.. _bob.paper.deep_pix_bis_pad.icb2019:

================================================
Deep Pixel-wise Binary Supervision for Face PAD
================================================

This package is part of the signal-processing and machine learning toolbox Bob_. 

This package contains source code to replicate the experimental results published in the following paper::

    @inproceedings{GeorgeICB2019,
        author = {Anjith George, Sebastien Marcel},
        title = {Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection},
        year = {2019},
        booktitle = {ICB 2019},
    }

If you use this package and/or its results, please consider citing the paper.

The main idea in the paper is the use of pixel-wise binary supervision in addition to binary supervision. 
The pixel-wise labels are illustrated below. 

.. figure:: img/sv.png
   :align: center

   Figure showing pixe-lwise binary labels.


Users Guide
===========

.. toctree::
   :maxdepth: 2

   pix_bis
   baselines
   baselines_crossdatabase
   references
   

.. include:: links.rst