FaceNet: A unified embedding for face recognition and clustering

Despite significant recent advances in the field of face recognition [10, 14, 15, 17], implementing face verification and recognition efficiently at scale presents serious challenges to current approaches. In this paper we present a system, called FaceNet, that directly learns a mapping from face im...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) S. 815 - 823
Hauptverfasser:	Schroff, Florian, Kalenichenko, Dmitry, Philbin, James
Format:	Tagungsbericht Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 01.06.2015
Schlagworte:	Accuracy Artificial neural networks Clustering Computer vision Conferences Euclidean geometry Face Face recognition Pattern recognition Principal component analysis Similarity Tasks Training
ISSN:	1063-6919, 1063-6919
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!