Using deep autoencoders to learn robust domain-invariant representations for still-to-video face recognition

Video-based face recognition (FR) is a challenging task in real-world applications. In still-to-video FR, probe facial regions of interest (ROIs) are typically captured with lower-quality video cameras under unconstrained conditions, where facial appearances vary according to pose, illumination, sca...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) S. 1 - 6
Hauptverfasser:	Parchami, Mostafa, Bashbaghi, Saman, Granger, Eric, Sayed, Saif
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.08.2017
Schlagworte:	Cameras Face Image reconstruction Portals Probes Robustness Training
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!