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3D face recognition using stereoscopic vision

Castellani, Ugo and Bicego, Manuele and Iacono, Gianluca and Murino, Vittorio (2005) 3D face recognition using stereoscopic vision. In: Tistarelli, Massimo and Bigun, Josef and Grosso, Enrico (eds). Advanced studies in biometrics: Summer School on Biometrics, Alghero, Italy, June 2-6, 2003: revised selected lectures and papers. Berlin-Heidelberg, Springer. p. 126-137. (Lecture notes in computer science, 3161/2005). ISBN 978-3-540-26204-6. Book Section.

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DOI: 10.1007/11493648_8

Abstract

In this paper a new complete system for 3D face recognition is presented. 3D face recognition presents several advantages against 2D face recognition, as, for example, invariance to illumination conditions. The proposed system makes use of a stereo methodology, that does not require any expensive range sensors. The 3D image of the face is modelled using Multilevel B-Splines coefficients, that are classified using Support Vector Machines. Preliminary experimental evaluation has produced encouraging results, making the proposed system a promising low cost 3D face recognition system.

Item Type:Book Section
ID Code:3609
Status:Published
Refereed:Yes
Uncontrolled Keywords:Face recognition, 3D images analysis
Subjects:Area 09 - Ingegneria industriale e dell'informazione > ING-INF/05 Sistemi di elaborazione delle informazioni
Divisions:001 Università di Sassari > 01 Dipartimenti > Economia, impresa, regolamentazione
Publisher:Springer
Copyright Holders:© Springer-Verlag Berlin Heidelberg 2005
ISBN:978-3-540-26204-6
Deposited On:18 Mar 2010 10:54

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