LivDet 2009

The Department of Electrical and Electronic Engineering of the University of Cagliari, in cooperation with the Department of Electrical and Computer Engineering of the Clarkson University, announced the first edition of the Fingerprint Liveness Detection Competition 2009, which was held in the context of 15th International Conference on Image Analysis and Processing (ICIAP 2009).

The goal of the competition was to compare different methodologies for software-based fingerprint liveness detection with a common experimental protocol and data set. The ambition of the competition was to become the reference event for academic and industrial research. The competition was not defined as an official system for quality certification of the proposed solutions, but may impact the state of the art in this crucial field, with reference to the general problem of security in biometric systems.

The data set for the final evaluation of LivDet 2009 was constituted of three sub-sets, which contain live and fake fingerprint images from three different optical sensors:

DATASET Scanners Model No. Resolution (dpi) Image size
 Dataset #1   Crossmatch   Verifier 300LC   500 480x640
Dataset #2 Identix DFR2100 686 720x720
Dataset #3 Biometrika FX2000 569 312x372

Images have been collected by a consensual approach and using different materials for the artificial reproduction of the fingerprint (gelatine, silicone, play-doh).

DATASET Live Samples Fake Samples
 Dataset #1   1500 1500
Dataset #2 2000 2000
Dataset #3 2000 2000

 If you would like to receive the dataset, please send the following information to

  • Name
  • Affiliation
  • Email Address
  • Phone Number
  • Mailing Address



CITeR: Center for Identification Technology Research

CITeR Contact Information:
Clarkson Phone: 315-268-6536
WVU Phone: 304-293-1455
Arizona Phone: 520-621-5818
UB Phone: 716-645-1558
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National Science Foundation