Buch
Video-to-Video Face Recognition for Low-Quality Surveillance Data
Christian Herrmann
Übersicht
Verlag | : | KIT Scientific Publishing |
Buchreihe | : | Karlsruher Schriften zur Anthropomatik (Bd. 36) |
Sprache | : | Englisch |
Erschienen | : | 03. 08. 2018 |
Seiten | : | 182 |
Einband | : | Kartoniert |
Höhe | : | 210 mm |
Breite | : | 148 mm |
Gewicht | : | 350 g |
ISBN | : | 9783731507994 |
Sprache | : | Englisch |
Illustrationen | : | graph. Darst. |
Produktinformation
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.