What you can’t see can help you – extended-range imaging for 3D-mask presentation attack detection
| dc.contributor.author | Bhattacharjee,Sushil | |
| dc.contributor.author | Marcel,Sébastien | |
| dc.contributor.editor | Brömme,Arslan | |
| dc.contributor.editor | Busch,Christoph | |
| dc.contributor.editor | Dantcheva,Antitza | |
| dc.contributor.editor | Rathgeb,Christian | |
| dc.contributor.editor | Uhl,Andreas | |
| dc.date.accessioned | 2017-09-26T09:20:59Z | |
| dc.date.available | 2017-09-26T09:20:59Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | High-quality custom-made 3D masks are increasing becoming a serious threat to face recognition systems. This threat is driven, in part, by the falling cost of manufacturing such masks. Research in face presentation-attack detection (PAD) in general, and also specifically for 3D-mask based attacks, has mostly concentrated on imagery in the visible-light range of wavelengths (RGB). We look beyond imagery in the visible-light spectrum to find potentially easier solutions for the challenge of face presentation-attack detection (PAD). In particular, we explore the use of nearinfrared (NIR) and thermal imagery to detect print-, replay-, and 3D-mask-attacks. This preliminary study shows that both NIR and thermal imagery can potentially simplify the task of face-PAD. | en |
| dc.identifier.isbn | 978-3-88579-664-0 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/4645 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik, Bonn | |
| dc.relation.ispartof | BIOSIG 2017 | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-70 | |
| dc.subject | Face Presentation Attack Detection | |
| dc.subject | 3D-Masks | |
| dc.subject | RGB/depth cameras | |
| dc.subject | thermal cameras | |
| dc.subject | NIR | |
| dc.subject | LWIR | |
| dc.title | What you can’t see can help you – extended-range imaging for 3D-mask presentation attack detection | en |
| gi.citation.endPage | 172 | |
| gi.citation.startPage | 161 | |
| gi.conference.date | 20.-22. September 2017 | |
| gi.conference.location | Darmstadt, Germany | |
| gi.conference.sessiontitle | Regular Research Papers |
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