Video-to-Video Face Recognition for Low-Quality Surveillance Data
dc.contributor.author | Herrmann, Christian | * |
dc.date.accessioned | 2021-02-12T07:41:47Z | |
dc.date.available | 2021-02-12T07:41:47Z | |
dc.date.issued | 2018 | * |
dc.date.submitted | 2019-07-28 18:37:01 | * |
dc.identifier | 34193 | * |
dc.identifier.issn | 18636489 | * |
dc.identifier.uri | https://directory.doabooks.org/handle/20.500.12854/62070 | |
dc.description.abstract | The availability of video data is an opportunity and a challenge for law enforcement agencies. Face recognition methods can play a key role in the automated search for persons in the data. This work targets efficient representations of low-quality face sequences to enable fast and accurate face search. Novel concepts for multi-scale analysis, dataset augmentation, CNN loss function, and sequence description lead to improvements over state-of-the-art methods on surveillance video footage. | * |
dc.language | English | * |
dc.relation.ispartofseries | Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe | * |
dc.subject | QA75.5-76.95 | * |
dc.subject.classification | bic Book Industry Communication::U Computing & information technology::UY Computer science | en_US |
dc.subject.other | face | * |
dc.subject.other | recognition | * |
dc.subject.other | video | * |
dc.subject.other | Videoverarbeitung | * |
dc.subject.other | Gesichtswiederkennung | * |
dc.title | Video-to-Video Face Recognition for Low-Quality Surveillance Data | * |
dc.type | book | |
oapen.identifier.doi | 10.5445/KSP/1000083168 | * |
oapen.relation.isPublishedBy | 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 | * |
oapen.relation.isbn | 9783731507994 | * |
oapen.pages | IX, 153 p. | * |
oapen.volume | 36 | * |
peerreview.review.type | Full text | |
peerreview.anonymity | All identities known | |
peerreview.reviewer.type | Editorial board member | |
peerreview.reviewer.type | External peer reviewer | |
peerreview.review.stage | Pre-publication | |
peerreview.open.review | No | |
peerreview.publish.responsibility | Books or series editor | |
peerreview.id | 51a542ec-eaeb-47c2-861d-6022e981a97a | |
peerreview.title | Dissertations in Series (Dissertationen in Schriftenreihe) |
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