ENGLISH

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

By Christian , Herrmann

Book information

Publisher
KIT Scientific Publishing
Year
2018
ISBN
9783731507994, 3731507994
Google Books ID
ZqBuDwAAQBAJ
Language
english
Format
PDF
Filesize
4 MB (4590052 bytes)
Series
Karlsruher Schriften zur Anthropomatik, 36
Pages
180\180
Time added
2025-03-11 18:34:59

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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