DeepFace: Closing the Gap to Human-Level Performance in Face Verification

In modern face recognition, the conventional pipeline consists of four stages: detect => align => represent => classify. We revisit both the alignment step and the representation step by employing explicit 3D face modeling in order to apply a piecewise affine transformation, and derive a fa...

Celý popis

Podrobná bibliografia

Vydané v:	2014 IEEE Conference on Computer Vision and Pattern Recognition s. 1701 - 1708
Hlavní autori:	Taigman, Yaniv, Ming Yang, Ranzato, Marc'Aurelio, Wolf, Lior
Médium:	Konferenčný príspevok.. Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 01.06.2014
Predmet:	Agriculture Alignment Computer vision Face Face recognition Facial Networks Neural networks Pattern recognition Representations Shape Solid modeling State of the art Three-dimensional displays Training
ISSN:	1063-6919, 1063-6919
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!