EAN: 9783731507994

VIDEO-TO-VIDEO FACE RECOGNITION FOR LOW-QUALITY...

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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