Commit 07455839 authored by André Anjos's avatar André Anjos 💬 Committed by André Anjos

Add baselines (closes #3)

parent 91847488
......@@ -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
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