Houmani, N. and Mayoue, A. and Garcia-Salicetti, S. and Dorizzi, B. and Khalil, M. I. and Moustafa, M. N. and Abbas, H. and Muramatsu, D. and Yanıkoğlu, Berrin and Kholmatov, Alisher and Martinez-Diaz, M. and Fierrez, J. and Ortega-Garcia, J. and Roure Alcobe, J. and Fabregas, J. and Faundez-Zanuy, M. and Pascual-Gaspar, J. M. and Carednoso-Payo, V. and Vivaracho-Pascual, C. (2012) BioSecure signature evaluation campaign (BSEC'2009): evaluating online signature algorithms depending on the quality of signatures. Pattern Recognition, 45 (3). pp. 993-1003. ISSN 0031-3203
This is the latest version of this item.
Official URL: http://dx.doi.org/10.1016/j.patcog.2011.08.008
Abstract
In this paper, we present the main results of the BioSecure Signature Evaluation Campaign (BSEC’2009). The objective of BSEC’2009 was to evaluate different online signature algorithms on two tasks: the first one aims at studying the influence of acquisition conditions (digitizing tablet or PDA) on systems’ performance; the second one aims at studying the impact of information content in signatures on systems’ performance. In BSEC’2009, the two BioSecure Data Sets DS2 and DS3 are used for tests, both containing data of the same 382 people, acquired respectively on a digitizing tablet and on a PDA. The results of the 12 systems involved in this evaluation campaign are reported and analyzed in detail in this paper. Experimental results reveal a 2.2% EER for skilled forgeries and a 0.51% EER for random forgeries on DS2; and a 4.97% EER for skilled forgeries and a 0.55% EER for random forgeries on DS3.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | On-line signature verification; Evaluations; Signature Categorization; Quality; Entropy |
| Subjects: | Q Science > QA Mathematics > QA076 Computer software |
| Divisions: | Faculty of Engineering and Natural Sciences > Academic programs > Computer Science & Eng. Faculty of Engineering and Natural Sciences |
| Depositing User: | Berrin Yanıkoğlu |
| Date Deposited: | 28 Dec 2011 21:13 |
| Last Modified: | 31 Jul 2019 09:56 |
| URI: | https://research.sabanciuniv.edu/id/eprint/18651 |
Available Versions of this Item
-
BioSecure signature evaluation campaign (BSEC’2009): evaluating online signature
algorithms depending on the quality of signatures. (deposited 17 Aug 2011 10:22)
- BioSecure signature evaluation campaign (BSEC'2009): evaluating online signature algorithms depending on the quality of signatures. (deposited 28 Dec 2011 21:13) [Currently Displayed]
Actions (login required)
- View Item