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z;d^l2?AZNHZrXea@GY6#o*J?zzT_?aYtSgF_B8(hm3_hOC*7Pv{2B06Pv$3vG~nHj tk(%o)EFsfvW45=2A%ZcrBaLvXD%}-vgkkWj66D_OObRe5XsWR%|Je<ePdESo literal 0 HcmV?d00001 diff --git a/doc/leaderboard/multipie.rst b/doc/leaderboard/multipie.rst index 035a8190..19675181 100644 --- a/doc/leaderboard/multipie.rst +++ b/doc/leaderboard/multipie.rst @@ -1,13 +1,122 @@ .. vim: set fileencoding=utf-8 : -.. _bob.bio.face.learderboard.multipie: +.. _bob.bio.face.leaderboard.multipie: ================ Multipie Dataset ================ - .. todo:: Benchmarks on Multipie Database - Probably for Manuel's students \ No newline at end of file + Probably for Manuel's students + +Database +======== +The `CMU Multi-PIE face database <http://www.cs.cmu.edu/afs/cs/project/PIE/MultiPie/Multi-Pie/Home.html>`_ contains more than 750,000 images +of 337 people recorded in up to four sessions over the span of five months. Subjects were imaged under 15 view points and 19 illumination +conditions while displaying a range of facial expressions. In addition, high resolution frontal images were acquired as well. +In total, the database contains more than 305 GB of face data. + +Content +******* +The data has been recorded over 4 sessions. For each session, the subjects were asked to display a few +different expressions. For each of those expressions, a complete set of 30 pictures is captured that includes +15 different view points times 20 different illumination conditions (18 with various flashes, plus 2 pictures with no flash at all). + +Available expressions +--------------------- +* Session 1 : *neutral*, *smile* +* Session 2 : *neutral*, *surprise*, *squint* +* Session 3 : *neutral*, *smile*, *disgust* +* Session 4 : *neutral*, *neutral*, *scream*. + +Camera and flash positioning +---------------------------- +The different view points are obtained by a set of 13 cameras located at head height, spaced at 15° intervals, +from the -90° to the 90° angle, plus 2 additional cameras located above the subject to simulate a typical +surveillance view. A flash coincides with each camera, and 3 additional flashes are positioned above the subject, for a total +of 18 different possible flashes. + +The following picture showcase the positioning of the cameras (in yellow) and of the flashes (in white). + +.. image:: img/multipie_setup.jpg + :width: 620px + :align: center + :height: 200px + :alt: Multipie setup + +File paths +---------- + +The data directory structure and filenames adopt the following structure: + +.. code-block:: shell + + session<XX>/multiview/<subject_id>/<recording_id>/<camera_id>/<subject_id>_<session_id>_<recording_id>_<camera_id>_<shot_id>.png + +For example, the file + +.. code-block:: shell + + session02/multiview/001/02/05_1/001_02_02_051_07.png + +corresponds to +* Subject 001 +* Session 2 +* Second recording -> Expression is *surprise* +* Camera 05_1 -> Frontal view +* Shot 07 -> Illumination through the frontal flash + +Protocols +********* + +Expression protocol +------------------- +**Protocol E** + +* Only frontal view (camera 05_1); only no-flash (shot 0) +* Enrolled : 1x neutral expression (session 1; recording 1) +* Probes : 4x neutral expression + other expressions (session 2, 3, 4; all recordings) + +Pose protocol +------------- +**Protocol P** + +* Only neutral expression (recording 1 from each session, + recording 2 from session 4); only no-flash (shot 0) +* Enrolled : 1x frontal view (session 1; camera 05_1) +* Probes : all views from cameras at head height (i.e excluding 08_1 and 19_1), including camera 05_1 from session 2,3,4. + +Illumination protocols +---------------------- +N.B : shot 19 is never used in those protocols as it is redundant with shot 0 (both are no-flash). + +**Protocol M** + +* Only frontal view (camera 05_1); only neutral expression (recording 1 from each session, + recording 2 from session 4) +* Enrolled : no-flash (session 1; shot 0) +* Probes : no-flash (session 2, 3, 4; shot 0) + +**Protocol U** + +* Only frontal view (camera 05_1); only neutral expression (recording 1 from each session, + recording 2 from session 4) +* Enrolled : no-flash (session 1; shot 0) +* Probes : all shots from session 2, 3, 4, including shot 0. + +**Protocol G** + +* Only frontal view (camera 05_1); only neutral expression (recording 1 from each session, + recording 2 from session 4) +* Enrolled : all shots (session 1; all shots) +* Probes : all shots from session 2, 3, 4. + + + +Benchmarks +========== + +Run the baselines +***************** + +Leaderboard +*********** + -- GitLab