diff --git a/doc/baselines.rst b/doc/baselines.rst index 55720e682f9c55f1a39416793d9c3d89a2ed8e62..f3f69b1b6e4f748ded327d185aaf642494f9dd51 100644 --- a/doc/baselines.rst +++ b/doc/baselines.rst @@ -693,6 +693,82 @@ The ROC curves for the particular experiment can be downloaded from here: ------------ -.. include:: links.rst +.. _bob.pad.face.baselines.other_db: + +Baselines on other databases +-------------------------------------- + +This section summarizes the results of baseline face PAD experiments on other databases. + +------------ + + +MIFS database + LBP features of facial region + SVM classifier +======================================================================== + +To run this baseline on the :ref:`bob.pad.face.resources.databases.mifs` database, using the ``grandtest`` protocol, execute the following: + +.. code-block:: sh + + $ spoof.py mifs lbp-svm \ + --sub-directory <PATH_TO_STORE_THE_RESULTS> + +To evaluate the results computing EER, HTER and plotting ROC you can use the +following command: + +.. code-block:: sh + + 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 + MIFS database" \ + -F 7 \ + --criterion EER \ + --roc <PATH_TO_STORE_THE_RESULTS>/ROC.pdf +The EER/HTER errors for the :ref:`bob.pad.face.resources.databases.mifs` database are summarized in the Table below: + ++-------------------+----------+----------+ +| Protocol | EER,\% | HTER,\% | ++===================+==========+==========+ +| ``grandtest`` | 27.143 | 32.353 | ++-------------------+----------+----------+ +------------ + + +MIFS database + Image Quality Measures as features of facial region + SVM classifier +======================================================================== + +To run this baseline on the :ref:`bob.pad.face.resources.databases.mifs` database, using the ``grandtest`` protocol, execute the following: + +.. code-block:: sh + + $ spoof.py mifs qm-svm \ + --sub-directory <PATH_TO_STORE_THE_RESULTS> + +To evaluate the results computing EER, HTER and plotting ROC you can use the +following command: + +.. code-block:: sh + + 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 "IQM features of facial region + SVM classifier + MIFS database" \ + -F 7 \ + --criterion EER \ + --roc <PATH_TO_STORE_THE_RESULTS>/ROC.pdf + +The EER/HTER errors for the :ref:`bob.pad.face.resources.databases.mifs` database are summarized in the Table below: + ++-------------------+----------+----------+ +| Protocol | EER,\% | HTER,\% | ++===================+==========+==========+ +| ``grandtest`` | 34.286 | 28.676 | ++-------------------+----------+----------+ + +------------ + + +.. include:: links.rst