Title :
Analysis of Fingerprint Pores for Vitality Detection
Author :
Marcialis, Gian Luca ; Roli, Fabio ; Tidu, Alessandra
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Cagliari, Cagliari, Italy
Abstract :
Spoofing is an open-issue for fingerprint recognition systems. It consists in submitting an artificial fingerprint replica from a genuine user. Current sensors provide an image which is then processed as a “true” fingerprint. Recently, the so-called 3rd-level features, namely, pores, which are visible in high-definition fingerprint images, have been used for matching. In this paper, we propose to analyse pores location for characterizing the “liveness” of fingerprints. Experimental results on a large dataset of spoofed and live fingerprints show the benefits of the proposed approach.
Keywords :
feature extraction; fingerprint identification; image matching; image sensors; object detection; 3rd-level feature; artificial fingerprint replica; fingerprint liveness; fingerprint pores; fingerprint recognition system; high-definition fingerprint image; image matching; image sensor; pores location; spoofing; vitality detection; Feature extraction; Fingerprint recognition; Fingers; Image matching; Image sensors; Materials; Sensors;
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-7542-1
DOI :
10.1109/ICPR.2010.321