Video-to-Video Face Recognition for Low-Quality Surveillance Data

By:

Herrmann, Christian [VerfasserIn]

Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB KarlsruhePublisher: [Erscheinungsort nicht ermittelbar] : KIT Scientific Publishing, 2018Description: 1 Online-Ressource (IX, 153 p.)ISBN:

9783731507994

Online resources:

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Summary: 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 footagePPN: PPN: 1778518419Package identifier: Produktsigel: ZDB-94-OAB

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English