Template Protection for PCA-LDA-based 3D Face Recognition Systems
| dc.contributor.author | Hartung, Daniel | |
| dc.contributor.editor | Brömme, Arslan | |
| dc.contributor.editor | Busch, Christoph | |
| dc.contributor.editor | Hühnlein, Detlef | |
| dc.date.accessioned | 2019-04-03T11:54:07Z | |
| dc.date.available | 2019-04-03T11:54:07Z | |
| dc.date.issued | 2008 | |
| dc.description.abstract | Authentication based on biometrics became significantly important over the last years. Privacy and security concerns arise by the extensive deployment of bio- metrics. The used biometric features itself have to be secured. We propose a security mechanism that solves privacy related problems in 3D facial verification systems. Our solution combines PCA/LDA feature extraction with the Helper Data Scheme for tem- plate protection. The evaluation shows recognition rates at the same level for secured and unsecured templates, which leads to a win-win scenario for users and providers of the adapted systems. | en |
| dc.identifier.isbn | 978-3-88579-231-4 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/21198 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik e. V. | |
| dc.relation.ispartof | BIOSIG 2008: Biometrics and Electronic Signatures | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-137 | |
| dc.title | Template Protection for PCA-LDA-based 3D Face Recognition Systems | en |
| dc.type | Text/Conference Paper | |
| gi.citation.endPage | 65 | |
| gi.citation.publisherPlace | Bonn | |
| gi.citation.startPage | 59 | |
| gi.conference.date | 11.-12. September 2008 | |
| gi.conference.location | Darmstadt | |
| gi.conference.sessiontitle | Regular Research Papers |
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