Add baselines (closes #3)

doc/baselines.rst

@@ -42,10 +42,6 @@ Usually it is a good idea to have at least verbose level 2 (i.e., calling
    specifies the number of parallel jobs you want to execute.
 
 
-In the remainder of this section we introduce baseline experiments you can
-readily run with this tool without further configuration. Baselines examplified
-in this guide were published in [TVM14]_.
-
 Database setups and baselines are encoded using
 :ref:`bob.bio.base.configuration-files`, all stored inside the package root, in
 the directory ``bob/bio/vein/configurations``. Documentation for each resource
@@ -86,6 +82,11 @@ is available on the section :ref:`bob.bio.vein.resources`.
    Once this step is done, you can proceed with the instructions below.
 
 
+In the remainder of this section we introduce baseline experiments you can
+readily run with this tool without further configuration. Baselines examplified
+in this guide were published in [TVM14]_.
+
+
 Repeated Line-Tracking with Miura Matching
 ==========================================
 
@@ -202,23 +203,37 @@ Results for other Baselines
 ===========================
 
 This package may generate results for other combinations of protocols and
-databases. Here is a summary table for some variants (results are expressed the
-the equal-error rate on the development set, in percentage):
-
-======================== ================= ====== ====== ====== ======
-               Approach                        UTFVP          Vera
------------------------------------------- ------------- -------------
-   Feature Extractor      Post Processing     B    Full    B     Full
-======================== ================= ====== ====== ====== ======
-Maximum Curvature         Histogram Eq.
-Maximum Curvature            None                                 3.2
-Repeated Line Tracking    Histogram Eq.
-Repeated Line Tracking       None                                26.4
-Wide Line Detector        Histogram Eq.                           8.2
-Wide Line Detector           None                                10.4
-======================== ================= ====== ====== ====== ======
-
-WLD + HEQ (preproc) @ Vera/Full = 10.9%
+databases. Here is a summary table for some variants (results expressed
+correspond to the the equal-error rate on the development set, in percentage):
+
+======================== ================= ====== ====== ====== ====== ======
+               Approach                     Vera Finger             UTFVP
+------------------------------------------ -------------------- -------------
+   Feature Extractor      Post Processing   Full     B    Nom   1vsall  nom
+======================== ================= ====== ====== ====== ====== ======
+Repeated Line Tracking       None           23.9   24.1   24.9   1.7    1.4
+Repeated Line Tracking    Histogram Eq.     26.2   23.6   24.9   2.1    0.9
+Maximum Curvature            None            3.2    3.2    3.1   0.4    0.
+Maximum Curvature         Histogram Eq.      3.0    2.7    2.7   0.4    0.
+Wide Line Detector           None           10.2   10.2   10.5   2.3    1.7
+Wide Line Detector        Histogram Eq.      8.0    9.7    7.3   1.7    0.9
+======================== ================= ====== ====== ====== ====== ======
+
+In a machine with 48 cores, running these baselines took the following time
+(hh:mm):
+
+======================== ================= ====== ====== ====== ====== ======
+               Approach                     Vera Finger             UTFVP
+------------------------------------------ -------------------- -------------
+   Feature Extractor      Post Processing   Full     B    Nom   1vsall  nom
+======================== ================= ====== ====== ====== ====== ======
+Repeated Line Tracking       None           01:16  00:23  00:23  12:44  00:35
+Repeated Line Tracking    Histogram Eq.     00:50  00:23  00:23  13:00  00:35
+Maximum Curvature            None           03:28  00:54  00:59  58:34  01:48
+Maximum Curvature         Histogram Eq.     02:45  00:54  00:59  49:03  01:49
+Wide Line Detector           None           00:07  00:01  00:01  02:25  00:05
+Wide Line Detector        Histogram Eq.     00:04  00:01  00:01  02:04  00:06
+======================== ================= ====== ====== ====== ====== ======
 
 
 .. include:: links.rst