Book ; Online: Video-to-Video Face Recognition for Low-Quality Surveillance Data
2018
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 ... ...
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 |
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Keywords | Electronic computers. Computer science |
Size | 1 electronic resource (IX, 153 p. p.) |
Publisher | KIT Scientific Publishing |
Publishing place | Verlagsort nicht ermittelbar |
Document type | Book ; Online |
Note | ENGLISH ; Open Access |
HBZ-ID | HT020196256 |
ISBN | 9783731507994 ; 3731507994 |
Database | ZB MED Catalogue: Medicine, Health, Nutrition, Environment, Agriculture |
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