Large Scale Experiments on Fingerprint Liveness Detection

Title	Large Scale Experiments on Fingerprint Liveness Detection
Publication Type	Conference Paper
Year of Publication	2012
Authors	Marcialis, GL, Ghiani, L, Vetter, K, Morgeneier, D, Roli, F
Conference Name	Joint IAPR Int. Work. on Structural and Statistical Pattern Recognition (SPR & SSPR 2012)
Date Published	11/2012
Conference Location	Hiroshima (Japan)
ISBN Number	978-3-642-34165-6
Abstract	Fingerprint liveness detection consists in extracting measurements, from a fingerprint image, allowing to distinguish between an “alive” fingerprint image, that is, an image coming from the fingertip of the claimed identity, and an artificial replica. Several algorithms have been proposed so far, but the robustness of their performance has not yet been compared when varying several environmental conditions. In this paper, we present a set of experiments investigating the performance of several feature sets designed for fingerprint liveness detection. In particular we assessed the decrease of performance when varying the pressure and the environmental illumination as well as the size of the region of interest (ROI) used for extracting such features. Experimental results on a large data set show the different dependence of some features sets on the investigated conditions.
URL	http://dx.doi.org/10.1007/978-3-642-34166-3_55
DOI	10.1007/978-3-642-34166-3_55
Citation Key	933

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Large Scale Experiments on Fingerprint Liveness Detection