From cd31364a8f78ac4b63e7d02cddc246ab8fbc78f5 Mon Sep 17 00:00:00 2001
From: Olegs NIKISINS <onikisins@italix03.idiap.ch>
Date: Tue, 11 Jul 2017 14:59:22 +0200
Subject: [PATCH] Added baseline doc for LBP+SVM on Replay-Mobile DB

---
 doc/baselines.rst                     |  51 +++++++++++++++++++++++++-
 doc/img/ROC_lbp_svm_replay_mobile.pdf | Bin 0 -> 66633 bytes
 2 files changed, 50 insertions(+), 1 deletion(-)
 create mode 100644 doc/img/ROC_lbp_svm_replay_mobile.pdf

diff --git a/doc/baselines.rst b/doc/baselines.rst
index d9236f05..e03611d5 100644
--- a/doc/baselines.rst
+++ b/doc/baselines.rst
@@ -141,9 +141,9 @@ The ROC curves for the particular experiment can be downloaded from here:
 
 :download:`ROC curve <img/ROC_lbp_svm_replay_attack.pdf>`
 
-
 ------------
 
+
 Image Quality Measures as features of facial region + SVM classifier
 ========================================================================
 
@@ -249,6 +249,55 @@ The description of the database instance, which can be used to run face PAD expe
 here :ref:`bob.pad.face.resources.databases.replay_mobile`.
 
 
+LBP features of facial region + SVM classifier
+========================================================================
+
+Detailed description of this PAD pipe-line is given at :ref:`bob.pad.face.resources.face_pad.lbp_svm_replayattack`.
+Note, that the same PAD pipe-line was used to run experiments on the Replay-Attack database.
+
+To run this baseline on the `Replay-Mobile`_ database, using the ``grandtest`` protocol, execute the following:
+
+.. code-block:: sh
+
+    $ ./bin/spoof.py lbp-svm \
+    --database replay-mobile --protocol grandtest --groups train dev eval \
+    --sub-directory <PATH_TO_STORE_THE_RESULTS>
+
+.. tip::
+
+    Similarly to the tip above you can run this baseline in parallel.
+
+To understand the settings of this baseline PAD experiment you can check the
+corresponding configuration file: ``bob/pad/face/config/lbp_svm.py``
+
+To evaluate the results computing EER, HTER and plotting ROC you can use the
+following command:
+
+.. code-block:: sh
+
+    ./bin/evaluate.py \
+    --dev-files  <PATH_TO_STORE_THE_RESULTS>/grandtest/scores/scores-dev  \
+    --eval-files <PATH_TO_STORE_THE_RESULTS>/grandtest/scores/scores-eval \
+    --legends "LBP features of facial region + SVM classifier + Replay-Mobile database" \
+    -F 7 \
+    --criterion EER \
+    --roc <PATH_TO_STORE_THE_RESULTS>/ROC.pdf
+
+The EER/HTER errors for the `Replay-Mobile`_ database are summarized in the Table below:
+
++-------------------+----------+----------+
+|      Protocol     |  EER,\%  |  HTER,\% |
++===================+==========+==========+
+|   ``grandtest``   |  13.814  |  17.174  |
++-------------------+----------+----------+
+
+The ROC curves for the particular experiment can be downloaded from here:
+
+:download:`ROC curve <img/ROC_lbp_svm_replay_mobile.pdf>`
+
+------------
+
+
 Image Quality Measures as features of facial region + SVM classifier
 ========================================================================
 
diff --git a/doc/img/ROC_lbp_svm_replay_mobile.pdf b/doc/img/ROC_lbp_svm_replay_mobile.pdf
new file mode 100644
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HcmV?d00001

-- 
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