KIT Scientific Publishing

Im Shop suchen

42,00 €

inkl. 7 % USt. exkl. Versandkosten

Christian Herrmann

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

(Karlsruher Schriften zur Anthropomatik ; 36)

AutorHerrmann, Christian

VerlagKIT Scientific Publishing, Karlsruhe

ISBN9783731507994

UmfangIX, 153 S.

Veröffentlicht
am:
03.08.2018

Erscheinungs-
jahr
2018

VerfügbarkeitAktiv

Downloads:

Für Zitate bitte die folgende URL verwenden:
http://dx.doi.org/10.5445/KSP/1000083168

Abstract

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.