Video To Video Face Recognition For Low Quality Surveillance Data

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

Video-to-Video Face Recognition for Low-Quality Surveillance Data
Author :
Publisher : KIT Scientific Publishing
Total Pages : 180
Release :
ISBN-10 : 9783731507994
ISBN-13 : 3731507994
Rating : 4/5 (994 Downloads)

Book Synopsis Video-to-Video Face Recognition for Low-Quality Surveillance Data by : Herrmann, Christian

Download or read book Video-to-Video Face Recognition for Low-Quality Surveillance Data written by Herrmann, Christian and published by KIT Scientific Publishing. This book was released on 2018-08-03 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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