Commit ae34ddc5 authored by Amir MOHAMMADI's avatar Amir MOHAMMADI

remove frame difference from the docs too

parent 679b71ad
Pipeline #45315 failed with stage
in 4 minutes and 39 seconds
...@@ -190,51 +190,6 @@ The ROC curves for the particular experiment can be downloaded from here: ...@@ -190,51 +190,6 @@ The ROC curves for the particular experiment can be downloaded from here:
------------ ------------
Frame differences based features (motion analysis) + SVM classifier
========================================================================
Detailed description of this PAD pipe-line is given at :ref:`bob.pad.face.resources.face_pad.frame_diff_svm_replayattack`.
To run this baseline on the `replayattack`_ database, using the ``grandtest`` protocol, execute the following:
.. code-block:: sh
$ spoof.py replay-attack frame-diff-svm \
--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/frame_diff_svm.py``
To evaluate the results computing EER, HTER and plotting ROC you can use the
following command:
.. code-block:: sh
bob pad evaluate \
<PATH_TO_STORE_THE_RESULTS>/grandtest/scores/scores-dev \
<PATH_TO_STORE_THE_RESULTS>/grandtest/scores/scores-eval \
--legends "10 features for each window in Frame Differences + SVM classifier + REPLAY-ATTACK database" \
-e \
--criterion eer \
-o <PATH_TO_STORE_THE_RESULTS>/ROC.pdf
The EER/HTER errors for `replayattack`_ database are summarized in the Table below:
+-------------------+----------+----------+
| Protocol | EER,\% | HTER,\% |
+===================+==========+==========+
| ``grandtest`` | 11.752 | 13.195 |
+-------------------+----------+----------+
The ROC curves for the particular experiment can be downloaded from here:
:download:`ROC curve <img/ROC_frame_diff_svm_replay_attack.pdf>`
------------
.. _bob.pad.face.baselines.replay_mobile: .. _bob.pad.face.baselines.replay_mobile:
...@@ -341,52 +296,6 @@ The ROC curves for the particular experiment can be downloaded from here: ...@@ -341,52 +296,6 @@ The ROC curves for the particular experiment can be downloaded from here:
------------ ------------
Frame differences based features (motion analysis) + SVM classifier
========================================================================
Detailed description of this PAD pipe-line is given at :ref:`bob.pad.face.resources.face_pad.frame_diff_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
$ spoof.py replay-mobile frame-diff-svm \
--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/frame_diff_svm.py``
To evaluate the results computing EER, HTER and plotting ROC you can use the
following command:
.. code-block:: sh
bob pad evaluate \
<PATH_TO_STORE_THE_RESULTS>/grandtest/scores/scores-dev \
<PATH_TO_STORE_THE_RESULTS>/grandtest/scores/scores-eval \
--legends "10 features for each window in Frame Differences + SVM classifier + Replay-Mobile database" \
-e \
--criterion eer \
-o <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`` | 10.801 | 10.414 |
+-------------------+----------+----------+
The ROC curves for the particular experiment can be downloaded from here:
:download:`ROC curve <img/ROC_frame_diff_svm_replay_mobile.pdf>`
------------
.. _bob.pad.face.baselines.other_db: .. _bob.pad.face.baselines.other_db:
......
...@@ -84,14 +84,6 @@ Image Quality Measures as features of facial region + SVM for REPLAY-ATTACK ...@@ -84,14 +84,6 @@ Image Quality Measures as features of facial region + SVM for REPLAY-ATTACK
:members: :members:
.. _bob.pad.face.resources.face_pad.frame_diff_svm_replayattack:
Frame differences based features (motion analysis) + SVM for REPLAY-ATTACK
================================================================================
.. automodule:: bob.pad.face.config.frame_diff_svm
:members:
.. _bob.pad.face.resources.face_pad.qm_lr: .. _bob.pad.face.resources.face_pad.qm_lr:
......
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