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

Released on by Herrmann, Christian
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  • Video-to-Video Face Recognition for Low-Quality Surveillance Data Book Detail

  • Author : Herrmann, Christian
  • Release Date : 2018-08-03
  • Publisher : KIT Scientific Publishing
  • Genre : Electronic computers. Computer science
  • Pages : 180
  • ISBN 13 : 3731507994
  • File Size : 24,24 MB
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Video-to-Video Face Recognition for Low-Quality Surveillance Data by Herrmann, Christian PDF Summary

Book Description: 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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