Replacement algorithms for fingerprint template update
| Title | Replacement algorithms for fingerprint template update |
| Publication Type | Conference Paper |
| Year of Publication | 2008 |
| Authors | Freni, B, Marcialis, GL, Roli, F |
| Editor | Campihlo, A, Kamel, M |
| Conference Name | 5th International Conference on Image Analysis and Recognition (ICIAR 2008) |
| Volume | 5112 |
| Pagination | 884-893 |
| Date Published | 25/06/2008 |
| Publisher | Springer |
| Keywords | bio04, biometrics, fingerprint, template update |
| Abstract | Semi-supervised fingerprint template update is a relatively novel topic in which the problem of template representativeness with respect to unknown data has been pointed out. Current approaches to template update are based on insertion of a novel template into the gallery, and/or fusion of the template with an existing one. The automatic replacement of an existing template by a novel one is another possibility which has not yet been investigated. This paper is a first attempt to study the feasibility of using some template replacement algorithms in fingerprint verification systems. Replacement is performed online, which can be considered as a sort of "worst case" for this approach. Preliminary experiments are carried out on the four data sets of FVC2002 event. |
| Citation Key | 207 |
