DocumentCode
2453634
Title
A Binocular Framework for Face Liveness Verification under Unconstrained Localization
Author
Li, Qi ; Xia, Zhonghang ; Xing, Guangming
Author_Institution
Dept. of Math. & Comput. Sci., Western Kentucky Univ., Bowling Green, KY, USA
fYear
2010
fDate
12-14 Dec. 2010
Firstpage
204
Lastpage
207
Abstract
In this paper, we propose a binocular framework for face liveness verification under unconstrained localization. The proposed framework contains two components: the first component localizes imbalanced points in face regions of an input pair of stereo images and the second component detects whether an imaging face is a 2D object or a 3D object. We test the propose framework on a publicly available stereo face database, which demonstrated its potential.
Keywords
face recognition; stereo image processing; binocular framework; face liveness verification; imbalanced point; point detection; stereo image; unconstrained localization; Detectors; Face; Face recognition; Feature extraction; Pixel; Security; Three dimensional displays; Face liveness; point detection; point matching;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Applications (ICMLA), 2010 Ninth International Conference on
Conference_Location
Washington, DC
Print_ISBN
978-1-4244-9211-4
Type
conf
DOI
10.1109/ICMLA.2010.37
Filename
5708834
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