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The LivDet 2013 Fingerprint Liveness Database

Changelog

  • Version 4, 30/Jan/2018:
    • Port to beat.backend.python v1.5.0
  • Version 3, 31/Oct/2017:
    • Port to beat.backend.python v1.4.2
  • Version 2, 26/Jan/2016:
    • Port to Bob v2
  • Version 1, 17/Sep/2015:
    • Initial release

Description

The LivDet 2013 Fingerprint Liveness Database [Ghiani2013] is a fingerprint liveness database which consists of four sub-sets, which contain live and fake fingerprint images from four capture devices. Images have been collected by a consensual approach and using different materials for the artificial reproduction of the fingerprint (gelatine, silicone, play-doh, ecoflex, body double, wood glue).

Data Set

Scanner Model Res (dpi) Image size Live samples Fake samples
Biometrika FX2000 569 312x372 2000 2000
Italdata ET10 500 640x480 2000 2000
Crossmatch L SCAN GUARDIAN 500 640x480 2500 2000
Swipe   96   2374 1979

References

[Ghiani2013]L.Ghiani, D.Yambay, V.Mura, S.Tocco, G.L.Marcialis, F.Roli, and S.Schuckers, LivDet 2013 - Fingerprint Liveness Detection Competition 2013, 6th IAPR/IEEE Int. Conf. on Biometrics, June, 4-7, 2013, Madrid (Spain).
Search experiments

train

Output name Data format
image: system/array_3d_uint8/1
spoof: system/boolean/1 (Basic format containing only a single boolean value)

test

Output name Data format
image: system/array_3d_uint8/1
spoof: system/boolean/1 (Basic format containing only a single boolean value)
Search experiments

train

Output name Data format
image: system/array_3d_uint8/1
spoof: system/boolean/1 (Basic format containing only a single boolean value)

test

Output name Data format
image: system/array_3d_uint8/1
spoof: system/boolean/1 (Basic format containing only a single boolean value)
Search experiments

train

Output name Data format
image: system/array_3d_uint8/1
spoof: system/boolean/1 (Basic format containing only a single boolean value)

test

Output name Data format
image: system/array_3d_uint8/1
spoof: system/boolean/1 (Basic format containing only a single boolean value)
Search experiments

train

Output name Data format
image: system/array_3d_uint8/1
spoof: system/boolean/1 (Basic format containing only a single boolean value)

test

Output name Data format
image: system/array_3d_uint8/1
spoof: system/boolean/1 (Basic format containing only a single boolean value)
Search experiments

train

Output name Data format
image: system/array_3d_uint8/1
spoof: system/boolean/1 (Basic format containing only a single boolean value)

test

Output name Data format
image: system/array_3d_uint8/1
spoof: system/boolean/1 (Basic format containing only a single boolean value)

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