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Beschreibung
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.
Details
| Verlag | KIT Scientific Publishing |
| Ersterscheinung | 03. August 2018 |
| Maße | 21 cm x 14.8 cm |
| Gewicht | 350 Gramm |
| Format | Softcover |
| ISBN-13 | 9783731507994 |
| Seiten | 182 |
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