From 1f15021404fb56c1fc50207cb7982c10af2aa7d7 Mon Sep 17 00:00:00 2001
From: Alain KOMATY <akomaty@nonantesix06.idiap.ch>
Date: Tue, 7 Jun 2022 15:49:41 +0200
Subject: [PATCH] added the reference to deep_pix_bis_pad

---
 bob/pad/face/config/deep_pix_bis.py | 7 ++++---
 doc/baselines.rst                   | 1 +
 doc/installation.rst                | 2 +-
 3 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/bob/pad/face/config/deep_pix_bis.py b/bob/pad/face/config/deep_pix_bis.py
index 4cd989cf..6533e00b 100644
--- a/bob/pad/face/config/deep_pix_bis.py
+++ b/bob/pad/face/config/deep_pix_bis.py
@@ -1,13 +1,14 @@
-"""Deep Pixel-wise Binary Supervision for Face PAD
+""" Deep Pixel-wise Binary Supervision for Face PAD
 
-This package contains source code to replicate the experimental results published in the following paper::
+This package contains source code to replicate the experimental results published in the following publication::
 
-@inproceedings{GeorgeICB2019,
+    @INPROCEEDINGS{GeorgeICB2019,
         author = {Anjith George, Sebastien Marcel},
         title = {Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection},
         year = {2019},
         booktitle = {ICB 2019},
     }
+
 """
 
 from sklearn.pipeline import Pipeline
diff --git a/doc/baselines.rst b/doc/baselines.rst
index b2246b0a..7c1095f1 100644
--- a/doc/baselines.rst
+++ b/doc/baselines.rst
@@ -85,6 +85,7 @@ configuration file: ``bob/pad/face/config/replay_attack.py``.
 
 Deep-Pix-BiS Baseline
 ~~~~~~~~~~~~~~~~~~~~~
+(see :ref:`bob.pad.face.resources.deep_pix_bis_pad`)
 
 .. code-block:: sh
 
diff --git a/doc/installation.rst b/doc/installation.rst
index 55352178..5758a510 100644
--- a/doc/installation.rst
+++ b/doc/installation.rst
@@ -31,7 +31,7 @@ The current system readily supports the following freely available datasets:
 
 After downloading the databases, annotate the base directories in which they
 are installed. Then, follow the instructions in
-:ref:`bob.pad.base.setup` to let this framework know where databases are
+:ref:`bob.pad.base.installation` to let this framework know where databases are
 located on your system.
 
 
-- 
GitLab