Commit 91189df8 by André Anjos

Merge branch 'baseline_experiments' into 'master'

Update baseline results for rlt, mc, and wld

See merge request !38
parents 4843fd6c 03b2e053
Pipeline #16818 failed with stages
in 2 minutes 52 seconds
......@@ -147,10 +147,10 @@ performance:
.. code-block:: sh
$ bob_eval_threshold.py <path-to>/verafinger/rlt/Nom/nonorm/scores-dev
('Threshold:', 0.32045327)
FAR : 26.362% (12701/48180)
FRR : 26.364% (58/220)
HTER: 26.363%
('Threshold:', 0.31835292)
FAR : 23.636% (11388/48180)
FRR : 23.636% (52/220)
HTER: 23.636%
Maximum Curvature with Miura Matching
......@@ -180,11 +180,10 @@ we obtained:
.. code-block:: sh
$ bob_eval_threshold.py <path-to>/verafinger/mc/Nom/nonorm/scores-dev
('Threshold:', 0.078274325)
FAR : 3.182% (1533/48180)
FRR : 3.182% (7/220)
HTER: 3.182%
('Threshold:', 0.0737283)
FAR : 4.388% (2114/48180)
FRR : 4.545% (10/220)
HTER: 4.467%
Wide Line Detector with Miura Matching
======================================
......@@ -214,10 +213,10 @@ we obtained:
.. code-block:: sh
$ bob_eval_threshold.py <path-to>/verafinger/wld/NOM/nonorm/scores-dev
('Threshold:', 0.239141175)
FAR : 10.455% (5037/48180)
FRR : 10.455% (23/220)
HTER: 10.455%
('Threshold:', 0.240269475)
FAR : 9.770% (4707/48180)
FRR : 9.545% (21/220)
HTER: 9.658%
Results for other Baselines
......@@ -232,9 +231,9 @@ correspond to the the equal-error rate on the development set, in percentage):
------------------------ -------------------- -------------
Feature Extractor Full B Nom 1vsall nom
======================== ====== ====== ====== ====== ======
Repeated Line Tracking 23.9 24.1 24.9 1.7 1.4
Wide Line Detector 10.2 10.2 10.5 2.3 1.7
Maximum Curvature 3.2 3.2 3.1 0.4 0.
Repeated Line Tracking 14.6 13.4 23.6 3.4 1.4
Wide Line Detector 5.8 5.6 9.7 2.8 1.9
Maximum Curvature 2.5 1.4 4.5 0.9 0.4
======================== ====== ====== ====== ====== ======
In a machine with 48 cores, running these baselines took the following time
......
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