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Fingerprint Liveness Detection Based on Quality Measures
Universidad Autonoma de Madrid, Spain.
Escuela Politecnica Superior, Univ. Autonoma de Madrid, Spain. (ATVS/Biometric Recognition Group)ORCID iD: 0000-0002-1400-346X
Universidad Autonoma de Madrid, Spain.
Universidad Autonoma de Madrid, Spain.
2009 (English)In: 2009 1st IEEE International Conference on Biometrics, Identity and Security, BIdS 2009, Piscataway, N.J.: IEEE Press, 2009, 1-8 p.Conference paper, Published paper (Refereed)
Abstract [en]

A new fingerprint parameterization for liveness detection based on quality measures is presented. The novel feature set is used in a complete liveness detection system and tested on the development set of the LivDET competition, comprising over 4,500 real and fake images acquired with three ditTerent optical sensors. The proposed solution proves to be robust to the multi-sensor scenario, and presents an overall rate of 93% of correctly classified samples. Furthermore, the liveness detection method presented has the added advantage over previously studied techniques of needing just one image from a finger to decide whether it is real or fake.

Place, publisher, year, edition, pages
Piscataway, N.J.: IEEE Press, 2009. 1-8 p.
Keyword [en]
Feature sets, Fingerprint liveness detection, Liveness detection, Multi sensor, Overall rate, Quality measures
National Category
Signal Processing
Identifiers
URN: urn:nbn:se:hh:diva-21244DOI: 10.1109/BIDS.2009.5507534Scopus ID: 2-s2.0-77954962177ISBN: 978-142445276-7 OAI: oai:DiVA.org:hh-21244DiVA: diva2:589364
Conference
IEEE Proc. Intl. Conf. on Biometrics, Identity and Security, BIDS, Tampa, FL, Sept 22-23, 2009
Available from: 2013-01-17 Created: 2013-01-17 Last updated: 2015-09-29Bibliographically approved

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Alonso-Fernandez, Fernando

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