In this paper we propose some techniques to generate synthetic altered fingerprints and prove the utility of the generated datasets for developing, tuning and evaluating algorithms for altered fingerprint detection/matching. Due to the lack of public databases of altered fingerprints the generation tool proposed (and made freely available) can be a valid instrument to boost research on these challenging problems.
On the Generation of Synthetic Fingerprint Alterations / Papi, Serena; Ferrara, Matteo; Maltoni, Davide; Anthonioz, Alexandre. - ELETTRONICO. - (2016), pp. 1-6. (Intervento presentato al convegno 2016 International Conference of the Biometrics Special Interest Group (BIOSIG) tenutosi a Darmstadt nel 21-23 sept. 2016) [10.1109/BIOSIG.2016.7736930].
On the Generation of Synthetic Fingerprint Alterations
PAPI, SERENA;FERRARA, MATTEO;MALTONI, DAVIDE;
2016
Abstract
In this paper we propose some techniques to generate synthetic altered fingerprints and prove the utility of the generated datasets for developing, tuning and evaluating algorithms for altered fingerprint detection/matching. Due to the lack of public databases of altered fingerprints the generation tool proposed (and made freely available) can be a valid instrument to boost research on these challenging problems.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
